GLOBAL BMU Analysis
ian enochs
2025-12-03
This document was created to analyze NCRMP BMU data
1 Load and clean data
1.0.1 Identify and remove bars with NA’s (except those in density)
| Bar tag | deltaMass_mgcm2y | deltaVolume_mm3cm2y | deltaDensity_mgcm3cm2y | macroboring_mm3cm2y | grazing_mm3cm2y |
|---|---|---|---|---|---|
| 1001 | Â | Â | NA | Â | Â |
| 1002 | Â | Â | NA | Â | Â |
| 1003 | Â | Â | NA | Â | Â |
| 1004 | Â | Â | NA | Â | Â |
| 1005 | Â | Â | NA | Â | Â |
| 1008 | Â | Â | NA | Â | Â |
| 1009 | Â | Â | NA | Â | Â |
| 1010 | Â | Â | NA | Â | Â |
| 1011 | Â | Â | NA | Â | Â |
| 1012 | Â | Â | NA | Â | Â |
| 1013 | Â | Â | NA | Â | Â |
| 1014 | NA | NA | NA | NA | NA |
| 1015 | Â | Â | NA | Â | Â |
| 1016 | Â | Â | NA | Â | Â |
| 1017 | NA | NA | NA | NA | NA |
| 1018 | Â | Â | NA | Â | Â |
| 1019 | Â | Â | NA | Â | Â |
| 1020 | NA | NA | NA | NA | NA |
| 1021 | Â | Â | NA | Â | Â |
| 1022 | Â | Â | NA | Â | Â |
| 1023 | Â | Â | NA | Â | Â |
| 1024 | Â | Â | NA | Â | Â |
| 1025 | Â | Â | NA | Â | Â |
| 1026 | Â | Â | NA | Â | Â |
| 1027 | Â | Â | NA | Â | Â |
| 1028 | Â | Â | NA | Â | Â |
| 1030 | Â | Â | NA | Â | Â |
| 1031 | Â | Â | NA | Â | Â |
| 1032 | Â | Â | NA | Â | Â |
| 1033 | Â | Â | NA | Â | Â |
| 1034 | Â | Â | NA | Â | Â |
| 1035 | Â | Â | NA | Â | Â |
| 1036 | Â | NA | NA | NA | NA |
| 1038 | NA | NA | NA | NA | NA |
| 1041 | NA | NA | NA | NA | NA |
| 1043 | Â | Â | NA | Â | Â |
| 1044 | Â | Â | NA | Â | Â |
| 1045 | Â | Â | NA | Â | Â |
| 1046 | Â | Â | NA | Â | Â |
| 1047 | NA | NA | NA | NA | NA |
| 1048 | Â | Â | NA | Â | Â |
| 1049 | Â | NA | NA | NA | NA |
| 1050 | NA | NA | NA | NA | NA |
| 1051 | Â | Â | NA | Â | Â |
| 1052 | Â | Â | NA | Â | Â |
| 1053 | Â | Â | NA | Â | Â |
| 1054 | Â | Â | NA | Â | Â |
| 1055 | Â | Â | NA | Â | Â |
| 1056 | Â | NA | NA | NA | NA |
| 1057 | Â | NA | NA | NA | NA |
| 1058 | Â | Â | NA | Â | Â |
| 1059 | NA | NA | NA | NA | NA |
| 1060 | Â | Â | NA | Â | Â |
| 1061 | NA | NA | NA | NA | NA |
| 1062 | Â | NA | NA | NA | NA |
| 1064 | Â | Â | NA | Â | Â |
| 1065 | Â | Â | NA | Â | Â |
| 1066 | Â | Â | NA | Â | Â |
| 1067 | Â | Â | NA | Â | Â |
| 1068 | Â | Â | NA | Â | Â |
| 1069 | Â | Â | NA | Â | Â |
| 1070 | Â | NA | NA | NA | NA |
| 1071 | Â | NA | NA | NA | NA |
| 1072 | NA | NA | NA | NA | NA |
| 1073 | NA | NA | NA | NA | NA |
| 1074 | Â | Â | NA | Â | Â |
| 1075 | Â | NA | NA | NA | NA |
| 1076 | Â | Â | NA | Â | Â |
| 1077 | Â | NA | NA | NA | NA |
| 1078 | Â | Â | NA | Â | Â |
| 1079 | Â | Â | NA | Â | Â |
| 1080 | Â | Â | NA | Â | Â |
| 1081 | Â | Â | NA | Â | Â |
| 1082 | Â | Â | NA | Â | Â |
| 1083 | Â | Â | NA | Â | Â |
| 1084 | Â | Â | NA | Â | Â |
| 1085 | Â | Â | NA | Â | Â |
| 1086 | Â | Â | NA | Â | Â |
| 1087 | Â | Â | NA | Â | Â |
| 1088 | Â | Â | NA | Â | Â |
| 1089 | Â | Â | NA | Â | Â |
| 1090 | Â | Â | NA | Â | Â |
| 1091 | Â | Â | NA | Â | Â |
| 1092 | NA | NA | NA | NA | NA |
| 1093 | Â | Â | NA | Â | Â |
| 1094 | Â | Â | NA | Â | Â |
| 1095 | NA | NA | NA | NA | NA |
| 1096 | Â | Â | NA | Â | Â |
| 1097 | Â | Â | NA | Â | Â |
| 1098 | Â | NA | NA | NA | NA |
| 1099 | Â | Â | NA | Â | Â |
| 1100 | Â | NA | NA | NA | NA |
| 1206 | NA | NA | NA | NA | NA |
| 1231 | Â | Â | NA | Â | Â |
| 1232 | Â | Â | NA | Â | Â |
| 1233 | Â | Â | NA | Â | Â |
| 1303 | NA | NA | NA | NA | NA |
| 1311 | NA | NA | NA | NA | NA |
| 1321 | Â | NA | NA | Â | NA |
| 1322 | Â | NA | NA | Â | NA |
| 1323 | Â | NA | NA | Â | NA |
| 1324 | Â | NA | NA | Â | NA |
| 1325 | Â | NA | NA | Â | NA |
| 1601 | NA | NA | NA | NA | NA |
| 1601 | NA | NA | NA | NA | NA |
| 1604 | NA | NA | NA | NA | NA |
| 1604 | NA | NA | NA | NA | NA |
| 1605 | NA | NA | NA | NA | NA |
| 1605 | NA | NA | NA | NA | NA |
| 1607 | NA | NA | NA | NA | NA |
| 1607 | NA | NA | NA | NA | NA |
| 1609 | NA | NA | NA | NA | NA |
| 1609 | NA | NA | NA | NA | NA |
| 1610 | NA | NA | NA | NA | NA |
| 1611 | NA | NA | NA | NA | NA |
| 1611 | NA | NA | NA | NA | NA |
| 1612 | NA | NA | NA | NA | NA |
| 1612 | NA | NA | NA | NA | NA |
| 1613 | NA | NA | NA | NA | NA |
| 1613 | NA | NA | NA | NA | NA |
| 1614 | NA | NA | NA | NA | NA |
| 1614 | NA | NA | NA | NA | NA |
| 1615 | NA | NA | NA | NA | NA |
| 1615 | NA | NA | NA | NA | NA |
| 1616 | NA | NA | NA | NA | NA |
| 1616 | NA | NA | NA | NA | NA |
| 1617 | NA | NA | NA | NA | NA |
| 1617 | NA | NA | NA | NA | NA |
| 1618 | NA | NA | NA | NA | NA |
| 1618 | NA | NA | NA | NA | NA |
| 1619 | NA | NA | NA | NA | NA |
| 1619 | NA | NA | NA | NA | NA |
| 1620 | NA | NA | NA | NA | NA |
| 1620 | NA | NA | NA | NA | NA |
| 1626 | NA | NA | NA | NA | NA |
| 1627 | NA | NA | NA | NA | NA |
| 1630 | NA | NA | NA | NA | NA |
| 1631 | NA | NA | NA | NA | NA |
| 1633 | NA | NA | NA | NA | NA |
| 1634 | NA | NA | NA | NA | NA |
| 1635 | NA | NA | NA | NA | NA |
| 1635 | NA | NA | NA | NA | NA |
| 1636 | NA | NA | NA | NA | NA |
| 1637 | NA | NA | NA | NA | NA |
| 1637 | NA | NA | NA | NA | NA |
| 1638 | NA | NA | NA | NA | NA |
| 1638 | NA | NA | NA | NA | NA |
| 1639 | NA | NA | NA | NA | NA |
| 1639 | NA | NA | NA | NA | NA |
| 1640 | NA | NA | NA | NA | NA |
| 1640 | NA | NA | NA | NA | NA |
| 1644 | NA | NA | NA | NA | NA |
| 1645 | NA | NA | NA | NA | NA |
| 1648 | NA | NA | NA | NA | NA |
| 1650 | NA | NA | NA | NA | NA |
| 1653 | NA | NA | NA | NA | NA |
| 1654 | NA | NA | NA | NA | NA |
| 1661 | NA | NA | NA | NA | NA |
| 1661 | NA | NA | NA | NA | NA |
| 1662 | NA | NA | NA | NA | NA |
| 1662 | NA | NA | NA | NA | NA |
| 1663 | NA | NA | NA | NA | NA |
| 1663 | NA | NA | NA | NA | NA |
| 1664 | NA | NA | NA | NA | NA |
| 1664 | NA | NA | NA | NA | NA |
| 1665 | NA | NA | NA | NA | NA |
| 1665 | NA | NA | NA | NA | NA |
| 1680 | NA | NA | NA | NA | NA |
| 1681 | NA | NA | NA | NA | NA |
| 1681 | NA | NA | NA | NA | NA |
| 1682 | NA | NA | NA | NA | NA |
| 1682 | NA | NA | NA | NA | NA |
| 1683 | NA | NA | NA | NA | NA |
| 1683 | NA | NA | NA | NA | NA |
| 1684 | NA | NA | NA | NA | NA |
| 1684 | NA | NA | NA | NA | NA |
| 1685 | NA | NA | NA | NA | NA |
| 1685 | NA | NA | NA | NA | NA |
| 1697 | NA | NA | NA | NA | NA |
| 1700 | NA | NA | NA | NA | NA |
| 2178 | Â | NA | Â | Â | NA |
| 2179 | Â | NA | NA | NA | NA |
| 2180 | Â | NA | NA | NA | NA |
| 2181 | Â | NA | Â | Â | NA |
| 2182 | Â | NA | Â | Â | NA |
| 2183 | Â | NA | Â | Â | NA |
| 2184 | Â | NA | Â | Â | NA |
| 3229 | Â | NA | NA | Â | NA |
| 3233 | Â | NA | NA | Â | NA |
| 3237 | NA | NA | NA | NA | NA |
| 3245 | Â | Â | NA | Â | Â |
| 3247 | Â | Â | NA | Â | Â |
| 3254 | NA | NA | NA | NA | NA |
| 3263 | Â | NA | NA | Â | NA |
| 3268 | NA | NA | NA | NA | NA |
| 3271 | NA | NA | NA | NA | NA |
| 3273 | NA | NA | NA | NA | NA |
| 3586 | NA | NA | NA | NA | NA |
| 3591 | NA | NA | NA | NA | NA |
| 3704 | NA | NA | NA | NA | NA |
| 3732 | NA | NA | NA | NA | NA |
| 3743 | NA | NA | NA | NA | NA |
| 3748 | NA | NA | NA | NA | NA |
| 3758 | NA | NA | NA | NA | NA |
| 3759 | NA | NA | NA | NA | NA |
| 3767 | NA | NA | NA | NA | NA |
| 3774 | NA | NA | NA | NA | NA |
| 3780 | NA | NA | NA | NA | NA |
| 3786 | NA | NA | NA | NA | NA |
| 3794 | NA | NA | NA | NA | NA |
| 3798 | NA | NA | NA | NA | NA |
| 4578 | NA | NA | NA | NA | NA |
| 4601 | Â | NA | NA | Â | NA |
| 4602 | NA | NA | NA | NA | NA |
| 4602 | NA | NA | NA | NA | NA |
| 4603 | Â | NA | NA | Â | NA |
| 4604 | Â | NA | NA | Â | NA |
| 4607 | Â | NA | NA | Â | NA |
| 4608 | Â | NA | NA | Â | NA |
| 4610 | NA | NA | NA | NA | NA |
| 4611 | Â | NA | NA | Â | NA |
| 4612 | Â | NA | NA | Â | NA |
| 4613 | Â | NA | NA | Â | NA |
| 4614 | Â | NA | NA | Â | NA |
| 4616 | Â | NA | NA | Â | NA |
| 4617 | Â | NA | NA | Â | NA |
| 4618 | Â | NA | NA | Â | NA |
| 4618 | NA | NA | NA | NA | NA |
| 4619 | NA | NA | NA | NA | NA |
| 4620 | Â | NA | NA | Â | NA |
| 4621 | Â | NA | NA | Â | NA |
| 4622 | Â | NA | NA | Â | NA |
| 4623 | Â | NA | NA | Â | NA |
| 4624 | Â | NA | NA | Â | NA |
| 4626 | Â | NA | NA | Â | NA |
| 4627 | Â | NA | NA | Â | NA |
| 4628 | Â | NA | NA | Â | NA |
| 4628 | NA | NA | NA | NA | NA |
| 4629 | Â | NA | NA | Â | NA |
| 4630 | NA | NA | NA | NA | NA |
| 4631 | Â | NA | NA | Â | NA |
| 4632 | Â | NA | NA | Â | NA |
| 4633 | Â | NA | NA | Â | NA |
| 4634 | Â | NA | NA | Â | NA |
| 4635 | Â | NA | NA | Â | NA |
| 4636 | Â | NA | NA | Â | NA |
| 4637 | Â | NA | NA | Â | NA |
| 4638 | Â | NA | NA | Â | NA |
| 4639 | Â | NA | NA | Â | NA |
| 4641 | Â | NA | NA | Â | NA |
| 4642 | NA | NA | NA | NA | NA |
| 4643 | Â | NA | NA | Â | NA |
| 4644 | NA | NA | NA | NA | NA |
| 4646 | Â | NA | NA | Â | NA |
| 4648 | Â | NA | NA | Â | NA |
| 4650 | Â | NA | NA | Â | NA |
| 4651 | Â | NA | NA | Â | NA |
| 4652 | Â | NA | NA | Â | NA |
| 4654 | Â | NA | NA | Â | NA |
| 4655 | Â | NA | NA | Â | NA |
| 4656 | NA | NA | NA | NA | NA |
| 4657 | Â | NA | NA | Â | NA |
| 4658 | Â | NA | NA | Â | NA |
| 4666 | Â | NA | NA | Â | NA |
| 4668 | Â | NA | NA | Â | NA |
| 4670 | Â | NA | NA | Â | NA |
| 4672 | NA | NA | NA | NA | NA |
| 4674 | Â | NA | NA | Â | NA |
| 4676 | Â | NA | NA | Â | NA |
| 4678 | Â | NA | NA | Â | NA |
| 4679 | Â | NA | NA | Â | NA |
| 4680 | Â | NA | NA | Â | NA |
| 4681 | Â | NA | NA | Â | NA |
| 4683 | Â | NA | NA | Â | NA |
| 4684 | Â | NA | NA | Â | NA |
| 4685 | Â | NA | NA | Â | NA |
| 4685 | NA | NA | NA | NA | NA |
| 4686 | Â | NA | NA | Â | NA |
| 4687 | Â | NA | NA | Â | NA |
| 4688 | Â | NA | NA | Â | NA |
| 4689 | Â | NA | NA | Â | NA |
| 4690 | NA | NA | NA | NA | NA |
| 4691 | Â | NA | NA | Â | NA |
| 4693 | Â | NA | NA | Â | NA |
| 4695 | Â | NA | NA | Â | NA |
| 4696 | Â | NA | NA | Â | NA |
| 4697 | Â | NA | NA | Â | NA |
| 4698 | Â | NA | NA | Â | NA |
| 4699 | Â | NA | NA | Â | NA |
| 4700 | Â | NA | NA | Â | NA |
| 4721 | Â | NA | NA | NA | NA |
| 4723 | Â | NA | NA | Â | NA |
| 4733 | Â | NA | NA | NA | NA |
| 4740 | NA | NA | NA | NA | NA |
| 4741 | NA | NA | NA | NA | NA |
| 4743 | Â | NA | NA | NA | NA |
| 4748 | Â | NA | NA | NA | NA |
| 4759 | NA | NA | NA | NA | NA |
| 4760 | Â | NA | NA | NA | NA |
| 4762 | NA | NA | NA | NA | NA |
| 4763 | Â | NA | NA | NA | NA |
| 4771 | Â | NA | NA | NA | NA |
| 4774 | Â | NA | NA | NA | NA |
| 4786 | NA | NA | NA | NA | NA |
| 4788 | NA | NA | NA | NA | NA |
| 4791 | NA | NA | NA | NA | NA |
| 4795 | NA | NA | NA | NA | NA |
| 4818 | Â | NA | NA | NA | NA |
| 4822 | NA | NA | NA | NA | NA |
| 4823 | Â | NA | NA | NA | NA |
| 4831 | Â | NA | NA | NA | NA |
| 4860 | Â | NA | NA | Â | NA |
| 4861 | Â | NA | NA | Â | NA |
| 4862 | Â | NA | NA | Â | NA |
| 4863 | Â | NA | NA | Â | NA |
| 4864 | Â | NA | NA | Â | NA |
| 4865 | Â | NA | NA | Â | NA |
| 4866 | Â | NA | NA | Â | NA |
| 4867 | Â | NA | NA | Â | NA |
| 4868 | NA | NA | NA | NA | NA |
| 4869 | Â | NA | NA | Â | NA |
| 4870 | Â | NA | NA | Â | NA |
| 4871 | Â | NA | NA | Â | NA |
| 4872 | Â | NA | NA | Â | NA |
| 4873 | Â | NA | NA | Â | NA |
| 4874 | NA | NA | NA | NA | NA |
| 4875 | Â | NA | NA | Â | NA |
| 4876 | NA | NA | NA | NA | NA |
| 4877 | Â | NA | NA | Â | NA |
| 4878 | Â | NA | NA | Â | NA |
| 4879 | NA | NA | NA | NA | NA |
| 4880 | NA | NA | NA | NA | NA |
| 4881 | Â | NA | NA | Â | NA |
| 4882 | Â | NA | NA | Â | NA |
| 4883 | Â | NA | NA | Â | NA |
| 4884 | NA | NA | NA | NA | NA |
| 4885 | Â | NA | NA | Â | NA |
| 4886 | Â | NA | NA | Â | NA |
| 4887 | Â | NA | NA | Â | NA |
| 4888 | Â | NA | NA | Â | NA |
| 4889 | Â | NA | NA | Â | NA |
| 4890 | Â | NA | NA | Â | NA |
| 4891 | Â | NA | NA | Â | NA |
| 4892 | Â | NA | NA | Â | NA |
| 4893 | Â | NA | NA | Â | NA |
| 4894 | Â | NA | NA | Â | NA |
| 4895 | NA | NA | NA | NA | NA |
| 4896 | Â | NA | NA | Â | NA |
| 4897 | Â | NA | NA | Â | NA |
| 4898 | Â | NA | NA | Â | NA |
| 4899 | Â | NA | NA | Â | NA |
| 4918 | Â | Â | Â | NA | NA |
| 4919 | NA | NA | NA | NA | NA |
| 4920 | NA | NA | NA | NA | NA |
| 4922 | Â | Â | Â | NA | NA |
| 4925 | Â | Â | Â | NA | NA |
| 4976 | Â | NA | NA | NA | NA |
| 4977 | Â | NA | NA | NA | NA |
| 4978 | Â | NA | NA | NA | NA |
| 4979 | Â | NA | NA | NA | NA |
| 4980 | Â | Â | NA | Â | Â |
| 4981 | Â | Â | NA | Â | Â |
| 4982 | Â | Â | NA | Â | Â |
| 4983 | Â | Â | NA | Â | Â |
| 4984 | Â | Â | NA | Â | Â |
| 4985 | Â | Â | NA | Â | Â |
| 4996 | Â | NA | NA | Â | NA |
| 5000 | Â | NA | NA | Â | NA |
| 6403 | NA | NA | NA | NA | NA |
| 6404 | NA | NA | NA | NA | NA |
| 6405 | NA | NA | NA | NA | NA |
| 6407 | NA | NA | NA | NA | NA |
| 6409 | NA | NA | NA | NA | NA |
| 6412 | NA | NA | NA | NA | NA |
| 6440 | NA | NA | NA | NA | NA |
| 6526 | Â | Â | Â | NA | NA |
| 6530 | Â | Â | Â | NA | NA |
| 6531 | NA | NA | NA | NA | NA |
| 6545 | NA | NA | NA | NA | NA |
| 6546 | NA | NA | NA | NA | NA |
| 6548 | NA | NA | NA | NA | NA |
| 6549 | NA | NA | NA | NA | NA |
| 6581 | NA | NA | NA | NA | NA |
## Bars to remove due to NA (excluding density): 3041.0.2 Graph response distributions, remove bar outliers over 3sd
| Bar tag | deltaMass_mgcm2y | deltaVolume_mm3cm2y | deltaDensity_mgcm3cm2y | macroboring_mm3cm2y | grazing_mm3cm2y |
|---|---|---|---|---|---|
| 1015 | Â | Â | NA | -24.8938777859082 | Â |
| 1036 | -245.834828018896 | NA | NA | NA | NA |
| 1049 | -200.023335509138 | NA | NA | NA | NA |
| 1056 | -256.878625541125 | NA | NA | NA | NA |
| 1057 | -211.419762529138 | NA | NA | NA | NA |
| 1062 | -222.518185495734 | NA | NA | NA | NA |
| 1070 | -203.688888888889 | NA | NA | NA | NA |
| 1071 | -295.372461642599 | NA | NA | NA | NA |
| 1075 | -252.639384920635 | NA | NA | NA | NA |
| 1077 | -234.751094504831 | NA | NA | NA | NA |
| 1089 | 349.434480122324 | 323.694505156728 | NA | Â | Â |
| 1091 | 204.908263630731 | 179.12630353005 | NA | Â | Â |
| 1099 | 358.255125506704 | 185.217165931946 | NA | Â | Â |
| 1202 | Â | Â | Â | Â | -111.780156371243 |
| 1307 | Â | Â | Â | -24.5193132628601 | Â |
| 1601 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1604 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1605 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1607 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1609 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1611 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1612 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1613 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1614 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1615 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1616 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1617 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1618 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1619 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1620 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1621 | Â | Â | Â | -28.9974082568807 | Â |
| 1635 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1637 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1638 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1639 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1640 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1652 | Â | Â | Â | -31.2095522826452 | Â |
| 1655 | Â | Â | Â | -35.0926548338369 | Â |
| 1661 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1662 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1663 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1664 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1665 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1668 | Â | Â | Â | -29.4517093515038 | Â |
| 1677 | Â | Â | Â | -29.4132597117794 | Â |
| 1681 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1682 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1683 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1684 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 1685 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 3209 | 298.84749589491 | 169.089583222154 | Â | Â | Â |
| 3223 | Â | Â | 6.62596111353211 | Â | Â |
| 3224 | Â | Â | -3.83347528923408 | Â | Â |
| 3230 | Â | Â | Â | Â | -118.902026911429 |
| 3257 | Â | Â | Â | -30.0331134324082 | Â |
| 3261 | 178.62672604253 | 114.04805057132 | Â | Â | Â |
| 3267 | Â | Â | Â | Â | -118.057946004559 |
| 3272 | Â | Â | -9.1543745044013 | Â | Â |
| 3274 | Â | Â | -6.79311600957022 | Â | -123.858158064836 |
| 3286 | Â | Â | Â | -40.20584745116 | Â |
| 3701 | Â | Â | Â | -26.3157627875794 | Â |
| 3761 | Â | Â | Â | Â | -123.61576600303 |
| 3772 | Â | Â | Â | -46.4086290266996 | Â |
| 3773 | Â | Â | -9.27418068209876 | Â | Â |
| 4602 | NA, NA | NA, NA | NA, NA | NA, NA | NA, NA |
| 4618 | , NA | NA, NA | NA, NA | , NA | NA, NA |
| 4621 | Â | NA | NA | -29.3366579893505 | NA |
| 4628 | , NA | NA, NA | NA, NA | , NA | NA, NA |
| 4680 | Â | NA | NA | -29.4798781158892 | NA |
| 4685 | , NA | NA, NA | NA, NA | , NA | NA, NA |
| 4881 | Â | NA | NA | -27.351762336159 | NA |
| 4896 | Â | NA | NA | -29.1832910299278 | NA |
| 4913 | Â | Â | -4.47262853407638 | Â | Â |
| 4915 | Â | Â | -4.69132108660914 | Â | Â |
| 4925 | Â | -148.685753672515 | Â | NA | NA |
| 4926 | Â | Â | 8.28476761202485 | Â | Â |
| 4927 | Â | Â | 7.75247275694444 | Â | Â |
| 5000 | Â | NA | NA | -46.692709524293 | NA |
| 6422 | Â | Â | Â | -64.5657941863532 | Â |
| 6442 | Â | Â | Â | Â | -137.108488703915 |
| 6443 | Â | Â | Â | -32.1697529503733 | Â |
| 6453 | Â | Â | Â | Â | -137.944670965684 |
| 6540 | Â | Â | Â | -26.1374506049242 | Â |
| 6563 | Â | Â | Â | -42.9801620597015 | Â |
| 6585 | Â | Â | -14.4566789097368 | Â | Â |
## Bars to remove due to ±3 SD outliers: 851.0.3 Graph deployment duration
1.0.4 Clean data
Remove data that is 1. Not successfully recovered 2. Not plob or mcav 3. Tag 1022 4. Data from Maug seep 5. Grazing data that is positive 6. Deployed for more than 6 years or less than 2 years
1.0.5 Remove sites with low replication
## ### loc3 removed due to insufficient replication (< 3 BARs)| site | n_bar | n_parrot_comm | n_parrot_fxn |
|---|---|---|---|
| frenchFrigateShoals-north | 0 | 32 | 64 |
| keys-lki | 0 | 16 | 32 |
| puertoRico-northeast | 0 | 16 | 32 |
| saintThomas-north | 0 | 14 | 28 |
| oahu-southeast | 0 | 14 | 28 |
| saintJohn-east | 0 | 13 | 26 |
| saintJohn-north | 0 | 13 | 26 |
| saintJohn-south | 0 | 13 | 26 |
| saintThomas-west | 0 | 12 | 24 |
| puertoRico-east | 0 | 11 | 22 |
| frenchFrigateShoals-east | 0 | 11 | 22 |
| pearlHermes-east | 0 | 11 | 22 |
| saintJohn-west | 0 | 10 | 20 |
| maug-innerHCO2 | 0 | 10 | 20 |
| maug-innerMCO2 | 0 | 10 | 20 |
| hawaii-south | 0 | 10 | 20 |
| hawaii-east | 0 | 10 | 20 |
| oahu-southwest | 0 | 10 | 20 |
| frenchFrigateShoals-south | 0 | 10 | 20 |
| jarvis-west | 1 | 26 | 52 |
| saintThomas-south | 1 | 12 | 24 |
| frenchFrigateShoals-west | 1 | 10 | 20 |
| jarvis-south | 2 | 20 | 40 |
| pearlHermes-north | 2 | 11 | 22 |
| saipan-north | 2 | 11 | 22 |
| oahu-north | 2 | 10 | 20 |
## Total BARs before filtering: 507## Total BARs removed: 11## Percent removed: 2.2 %1.0.6 Check binds across datasets
| loc1 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| caribbean | TRUE | TRUE | TRUE | MATCH |
| florida | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks | TRUE | TRUE | TRUE | MATCH |
| marianas | TRUE | TRUE | TRUE | MATCH |
| middleHawaiianIslands | TRUE | TRUE | TRUE | MATCH |
| northwestHawaiianIslands | TRUE | TRUE | TRUE | MATCH |
| pacificRemoteIslandArea | TRUE | TRUE | TRUE | MATCH |
| samoa | TRUE | TRUE | TRUE | MATCH |
| loc2 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| dryTortugas | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks | TRUE | TRUE | TRUE | MATCH |
| guam | TRUE | TRUE | TRUE | MATCH |
| hawaii | TRUE | TRUE | TRUE | MATCH |
| jarvis | TRUE | TRUE | FALSE | BAR & PARROT only |
| keys | TRUE | TRUE | TRUE | MATCH |
| maug | TRUE | TRUE | TRUE | MATCH |
| oahu | TRUE | TRUE | TRUE | MATCH |
| ofu | TRUE | TRUE | TRUE | MATCH |
| pagan | TRUE | TRUE | TRUE | MATCH |
| palmyra | TRUE | TRUE | TRUE | MATCH |
| pearlHermes | TRUE | TRUE | TRUE | MATCH |
| puertoRico | TRUE | TRUE | TRUE | MATCH |
| saintCroix | TRUE | TRUE | TRUE | MATCH |
| saipan | TRUE | TRUE | TRUE | MATCH |
| tau | TRUE | TRUE | TRUE | MATCH |
| tutuila | TRUE | TRUE | TRUE | MATCH |
| wake | TRUE | TRUE | TRUE | MATCH |
| loc3 | in_BAR | in_PARROT | in_ENV | match_status |
|---|---|---|---|---|
| dryTortugas-west | TRUE | TRUE | TRUE | MATCH |
| flowerGardenBanks-east | TRUE | TRUE | TRUE | MATCH |
| guam-east | TRUE | TRUE | TRUE | MATCH |
| guam-north | TRUE | TRUE | TRUE | MATCH |
| guam-south | TRUE | TRUE | TRUE | MATCH |
| guam-west | TRUE | TRUE | TRUE | MATCH |
| hawaii | TRUE | FALSE | FALSE | ONLY in BAR |
| hawaii-north | TRUE | TRUE | TRUE | MATCH |
| hawaii-west | TRUE | TRUE | TRUE | MATCH |
| jarvis-east | TRUE | TRUE | FALSE | BAR & PARROT only |
| keys-lko | TRUE | TRUE | TRUE | MATCH |
| keys-mki | TRUE | TRUE | TRUE | MATCH |
| keys-mko | TRUE | TRUE | TRUE | MATCH |
| keys-uki | TRUE | TRUE | TRUE | MATCH |
| keys-uko | TRUE | TRUE | TRUE | MATCH |
| maug-east | TRUE | TRUE | TRUE | MATCH |
| maug-north | TRUE | TRUE | TRUE | MATCH |
| maug-south | TRUE | TRUE | TRUE | MATCH |
| maug-west | TRUE | TRUE | TRUE | MATCH |
| oahu-east | TRUE | TRUE | TRUE | MATCH |
| oahu-south | TRUE | TRUE | TRUE | MATCH |
| oahu-west | TRUE | TRUE | TRUE | MATCH |
| ofu-north | TRUE | TRUE | TRUE | MATCH |
| ofu-south | TRUE | TRUE | TRUE | MATCH |
| pagan-east | TRUE | TRUE | TRUE | MATCH |
| pagan-north | TRUE | TRUE | TRUE | MATCH |
| pagan-south | TRUE | TRUE | TRUE | MATCH |
| pagan-west | TRUE | TRUE | TRUE | MATCH |
| palmyra-east | TRUE | TRUE | TRUE | MATCH |
| palmyra-north | TRUE | TRUE | TRUE | MATCH |
| palmyra-west | TRUE | TRUE | TRUE | MATCH |
| pearlHermes-south | TRUE | TRUE | TRUE | MATCH |
| pearlHermes-west | TRUE | TRUE | FALSE | BAR & PARROT only |
| puertoRico-north | TRUE | TRUE | TRUE | MATCH |
| puertoRico-south | TRUE | TRUE | TRUE | MATCH |
| puertoRico-southwest | TRUE | TRUE | TRUE | MATCH |
| puertoRico-west | TRUE | TRUE | TRUE | MATCH |
| saintCroix-east | TRUE | TRUE | TRUE | MATCH |
| saintCroix-north | TRUE | TRUE | TRUE | MATCH |
| saintCroix-south | TRUE | TRUE | TRUE | MATCH |
| saintCroix-west | TRUE | TRUE | TRUE | MATCH |
| saipan-east | TRUE | TRUE | TRUE | MATCH |
| saipan-northwest | TRUE | TRUE | TRUE | MATCH |
| saipan-south | TRUE | TRUE | TRUE | MATCH |
| saipan-west | TRUE | TRUE | TRUE | MATCH |
| tau-north | TRUE | TRUE | TRUE | MATCH |
| tau-west | TRUE | TRUE | TRUE | MATCH |
| tutuila-east | TRUE | TRUE | TRUE | MATCH |
| tutuila-north | TRUE | TRUE | TRUE | MATCH |
| tutuila-south | TRUE | TRUE | TRUE | MATCH |
| tutuila-west | TRUE | TRUE | TRUE | MATCH |
| wake-east | TRUE | TRUE | TRUE | MATCH |
| wake-north | TRUE | TRUE | TRUE | MATCH |
| wake-south | TRUE | TRUE | TRUE | MATCH |
| wake-west | TRUE | TRUE | TRUE | MATCH |
2 Data exploration
2.1 General
2.1.1 Map of BAR, parrot surveys, and environmental sites
2.1.2 Timeline of BAR data, parrot surveys, and environmental data
2.2 BAR data
2.2.1 Summary
There are a total of 496 bars included in this study. Sites are
divided at three levels across 2 basins. The highest level (loc1)
includes 8 large regions including:
caribbean, flowerGardenBanks, florida, marianas,
middleHawaiianIslands, pacificRemoteIslandArea, samoa,
northwestHawaiianIslands
Within these larger regions are 18 sublevels (loc2) that are
generally inclusive of an island including:
saintCroix, puertoRico, flowerGardenBanks, dryTortugas, keys,
guam, hawaii, jarvis, maug, oahu, ofu, pagan, palmyra, pearlHermes,
saipan, tau, tutuila, wake
Most islands or loc2 level includes multiple sites (loc3) within it, totaling 55 loc3 levels across both basins
Deployment dates ranged from 2014-03-25 to 2021-06-26 and recovery dates ranged from 2017-04-19 to 2024-08-24. The deployment duration ranged from 906 to 1879 days and was on 1313.7560484 days.
2.2.2 Calculation of stats for bar alteration by loc2
|
location
|
duration
|
depth
|
deltaMass
|
deltaVolume
|
deltaDensity
|
macroboring
|
grazing
|
accretion
|
|||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | maxDays | minDays | n | maxDepth | minDepth | meanDepth | meanDeltaMass | sdDeltaMass | seDeltaMass | meanDeltaVolume | sdDeltaVolume | seDeltaVolume | meanDeltaDensity | sdDeltaDensity | seDeltaDensity | meanMacroboring | sdMacroboring | seMacroboring | meanGrazing | sdGrazing | seGrazing | meanAccretion | sdAccretion | seAccretion |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 1798 | 1140 | 19 | 20.20000 | 15.00000 | 18.410526 | -23.887269 | 39.955315 | 9.166378 | -21.692905 | 26.646762 | 6.113186 | 1.1100159 | 0.9942460 | 0.2280957 | -6.7592766 | 6.3967878 | 1.4675238 | -22.105461 | 25.385889 | 5.8239224 | 7.171832 | 5.807348 | 1.3322971 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 1441 | 1090 | 59 | 15.00000 | 15.00000 | 15.000000 | -9.148334 | 28.583683 | 3.721279 | -17.442065 | 24.135804 | 3.142214 | 0.9913609 | 0.8232730 | 0.1071810 | -3.8274967 | 3.3519761 | 0.4363901 | -25.358702 | 19.735835 | 2.5693868 | 11.744134 | 7.247331 | 0.9435221 |
| atlantic | florida | dryTortugas | florida.dryTortugas | 1093 | 1043 | 18 | 13.71951 | 13.10000 | 13.542547 | -16.804326 | 29.778896 | 7.018953 | -22.812553 | 24.159547 | 5.694460 | 0.5576937 | 1.7098776 | 0.4030220 | -6.6204479 | 6.8886331 | 1.6236664 | -24.654668 | 20.901698 | 4.9265774 | 8.462564 | 4.491876 | 1.0587453 |
| atlantic | florida | keys | florida.keys | 1417 | 956 | 152 | 15.00000 | 3.00000 | 7.098684 | 9.768164 | 44.243898 | 3.588654 | -6.778079 | 31.819224 | 2.580880 | 1.4648308 | 0.6307066 | 0.0511571 | -2.7961963 | 3.5685817 | 0.2894502 | -25.604253 | 22.563784 | 1.8301646 | 21.622370 | 13.769079 | 1.1168198 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 1463 | 1220 | 10 | 21.00000 | 20.00000 | 20.220000 | -72.273648 | 38.913584 | 12.305556 | -59.674049 | 25.840114 | 8.171362 | 1.6500681 | 2.1329018 | 0.6744828 | -0.8068248 | 1.2321116 | 0.3896279 | -64.549822 | 22.081816 | 6.9828832 | 5.682598 | 4.678050 | 1.4793294 |
| pacific | marianas | guam | marianas.guam | 1813 | 1085 | 22 | 54.00000 | 14.93447 | 38.089981 | -16.969641 | 56.932283 | 12.138004 | -19.667064 | 44.487784 | 9.484827 | 1.3931121 | 0.7813143 | 0.1665768 | -1.4235523 | 2.1981541 | 0.4686480 | -38.783116 | 33.185826 | 7.0752418 | 20.539605 | 25.370376 | 5.4089824 |
| pacific | marianas | maug | marianas.maug | 1840 | 1133 | 37 | 53.00000 | 14.02012 | 32.519766 | -20.329619 | 43.155854 | 7.094779 | -26.317644 | 37.678857 | 6.194366 | 1.0373989 | 0.4025262 | 0.0661749 | -0.8864777 | 0.6903796 | 0.1134977 | -36.995245 | 27.985374 | 4.6007672 | 11.564079 | 13.009806 | 2.1387989 |
| pacific | marianas | pagan | marianas.pagan | 1879 | 1136 | 31 | 51.00000 | 13.71533 | 33.379605 | -2.996212 | 34.301126 | 6.160664 | -10.089571 | 29.580337 | 5.312785 | 1.0495521 | 0.5617518 | 0.1008936 | -2.7665269 | 4.6536253 | 0.8358158 | -23.239508 | 18.888503 | 3.3924753 | 15.916464 | 15.305464 | 2.7489426 |
| pacific | marianas | saipan | marianas.saipan | 1800 | 1127 | 23 | 57.00000 | 12.19141 | 31.603421 | -50.308038 | 47.257391 | 9.853847 | -47.155204 | 36.709960 | 7.654556 | 1.6591509 | 0.6307645 | 0.1315235 | -0.8146666 | 1.0867265 | 0.2265981 | -55.212434 | 29.782467 | 6.2100737 | 8.871897 | 9.435812 | 1.9675029 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 1818 | 1064 | 21 | 15.20000 | 13.71600 | 14.138857 | -18.872941 | 28.483093 | 6.215520 | -19.061123 | 22.776074 | 4.970147 | 1.2084105 | 0.6451226 | 0.1407773 | -5.7729464 | 7.2448232 | 1.5809500 | -22.687984 | 19.003771 | 4.1469628 | 9.399808 | 5.576143 | 1.2168141 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 1849 | 906 | 26 | 14.93400 | 2.10000 | 11.310892 | -12.961111 | 46.576058 | 9.134316 | -14.537271 | 35.488248 | 6.959818 | 1.1114327 | 0.9969958 | 0.1955270 | -3.6674125 | 4.8936192 | 0.9597177 | -28.939740 | 24.742221 | 4.8523488 | 18.069882 | 19.307279 | 3.7864690 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 1870 | 1088 | 18 | 14.32560 | 13.70000 | 13.978044 | -4.590498 | 8.488513 | 2.000762 | -7.711617 | 5.267356 | 1.241528 | 1.0012966 | 0.1901713 | 0.0448238 | -0.7394912 | 1.8347163 | 0.4324468 | -12.087875 | 5.082518 | 1.1979610 | 5.115749 | 2.295003 | 0.5409374 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | 1208 | 1205 | 4 | 49.00000 | 49.00000 | 49.000000 | -58.844810 | 24.021645 | 12.010822 | -42.281909 | 17.465290 | 8.732645 | -0.2798180 | 0.8372628 | 0.4186314 | -1.9913058 | 0.7458499 | 0.3729249 | -43.186360 | 16.321971 | 8.1609856 | 2.895757 | 1.656074 | 0.8280371 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 1207 | 1202 | 10 | 50.00000 | 47.00000 | 47.900000 | -50.852411 | 62.444951 | 19.746827 | -40.143502 | 45.318649 | 14.331015 | 0.6662410 | 0.8372087 | 0.2647486 | -0.4296574 | 1.0688597 | 0.3380031 | -51.846544 | 30.592630 | 9.6742389 | 12.132699 | 19.048703 | 6.0237288 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 1099 | 1063 | 13 | 14.62969 | 13.71533 | 14.278011 | -65.346024 | 65.024952 | 18.034677 | -45.706538 | 48.406214 | 13.425468 | NaN | NA | NA | -0.7396654 | 0.9924724 | 0.2752623 | -62.217266 | 29.033479 | 8.0524381 | 17.250393 | 26.708198 | 7.4075213 |
| pacific | samoa | ofu | samoa.ofu | 1214 | 1199 | 7 | 50.00000 | 45.00000 | 47.142857 | 6.382131 | 48.624755 | 18.378430 | 4.680463 | 29.713490 | 11.230643 | -0.5377108 | 0.8564338 | 0.3237016 | -5.9346301 | 6.8481269 | 2.5883487 | -14.531377 | 11.833437 | 4.4726189 | 25.146469 | 17.989797 | 6.7995043 |
| pacific | samoa | tau | samoa.tau | 1215 | 1206 | 7 | 50.00000 | 49.00000 | 49.571429 | 47.094565 | 32.617639 | 12.328309 | 34.590746 | 24.903534 | 9.412651 | 0.0392026 | 1.5035917 | 0.5683042 | -2.6229508 | 3.9162876 | 1.4802176 | -2.695202 | 2.514619 | 0.9504369 | 39.908898 | 24.845472 | 9.3907057 |
| pacific | samoa | tutuila | samoa.tutuila | 1223 | 1216 | 19 | 50.00000 | 47.00000 | 48.263158 | 15.614836 | 51.926517 | 11.912760 | 3.532612 | 36.708065 | 8.421408 | -0.5591948 | 1.3716151 | 0.3146701 | -3.1631227 | 2.9894899 | 0.6858360 | -20.390350 | 20.572391 | 4.7196301 | 27.086085 | 24.543633 | 5.6306956 |
2.2.3 Calculation of stats for bar alteration by loc3
|
location
|
gps
|
sample size
|
depth
|
deployment
|
duration
|
deltaMass
|
deltaVolume
|
deltaDensity
|
macroboring
|
grazing
|
accretion
|
|||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | loc3 | latitude | longitude | n | maxDepth | minDepth | meanDepth | maxDate | minDate | maxDays | minDays | meanDeltaMass | sdDeltaMass | seDeltaMass | meanDeltaVolume | sdDeltaVolume | seDeltaVolume | meanDeltaDensity | sdDeltaDensity | seDeltaDensity | meanMacroboring | sdMacroboring | seMacroboring | meanGrazing | sdGrazing | seGrazing | meanAccretion | sdAccretion | seAccretion |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-north | 18.48227 | -66.72124 | 4 | 19.90000 | 19.90000 | 19.900000 | 2022-05-20 | 2017-06-17 | 1798 | 1798 | -7.0448502 | 23.336184 | 11.668092 | -8.440490 | 19.6315196 | 9.8157598 | 1.3317820 | 0.7229541 | 0.3614770 | -3.9018501 | 3.0752150 | 1.5376075 | -20.117508 | 17.3952731 | 8.6976366 | 15.578869 | 5.0675999 | 2.5337999 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 17.91047 | -66.23161 | 4 | 19.80000 | 19.80000 | 19.800000 | 2021-11-22 | 2017-06-16 | 1620 | 1620 | 4.7615226 | 26.450116 | 13.225058 | -4.574800 | 3.5066158 | 1.7533079 | 0.7379584 | 0.4972624 | 0.2486312 | -8.6998608 | 7.0490446 | 3.5245223 | -3.932362 | 3.3974148 | 1.6987074 | 8.057423 | 5.1119806 | 2.5559903 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-southwest | 17.95355 | -67.05065 | 6 | 15.00000 | 15.00000 | 15.000000 | 2021-09-02 | 2015-01-16 | 1534 | 1140 | -61.8693743 | 45.331302 | 18.506426 | -45.332232 | 33.0892163 | 13.5086160 | 1.1184512 | 1.6967988 | 0.6927152 | -6.9463970 | 7.7183704 | 3.1510115 | -41.864754 | 34.6011928 | 14.1258778 | 3.478918 | 1.8300281 | 0.7471059 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 18.34435 | -67.26923 | 5 | 20.20000 | 20.20000 | 20.200000 | 2021-10-08 | 2017-06-18 | 1573 | 1573 | -14.7017112 | 17.557767 | 7.852072 | -17.622130 | 14.1681993 | 6.3362113 | 1.2201267 | 0.2629378 | 0.1175894 | -7.2682058 | 7.2802438 | 3.2558240 | -14.523151 | 13.2708801 | 5.9349180 | 4.169227 | 2.3514641 | 1.0516067 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 17.82805 | -64.46711 | 14 | 15.00000 | 15.00000 | 15.000000 | 2022-09-08 | 2016-09-14 | 1095 | 1090 | -23.1059383 | 37.029053 | 9.896431 | -28.569328 | 28.8116321 | 7.7002326 | 1.0226113 | 0.8538956 | 0.2282132 | -5.8291833 | 4.7386006 | 1.2664443 | -35.561184 | 20.3649193 | 5.4427536 | 12.821039 | 9.8615959 | 2.6356224 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 17.78532 | -64.75953 | 19 | 15.00000 | 15.00000 | 15.000000 | 2022-09-05 | 2014-05-26 | 1441 | 1090 | 4.7993866 | 19.064954 | 4.373800 | -5.603991 | 16.0466976 | 3.6813649 | 1.0503442 | 0.7944684 | 0.1822635 | -2.9986200 | 2.0204178 | 0.4635156 | -16.424673 | 14.1819368 | 3.2535595 | 13.819303 | 5.3413989 | 1.2254009 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 17.70121 | -64.64793 | 11 | 15.00000 | 15.00000 | 15.000000 | 2022-09-08 | 2016-09-13 | 1094 | 1092 | 1.0137713 | 16.027510 | 4.832476 | -7.989080 | 12.5686879 | 3.7896020 | 0.8039674 | 0.9317554 | 0.2809348 | -5.1056032 | 2.5064009 | 0.7557083 | -14.930214 | 6.4734580 | 1.9518210 | 12.046737 | 8.9761409 | 2.7064083 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 17.73380 | -64.89639 | 15 | 15.00000 | 15.00000 | 15.000000 | 2022-09-07 | 2016-09-12 | 1095 | 1091 | -21.2405598 | 27.643599 | 7.137547 | -28.983701 | 25.9172948 | 6.6918167 | 1.0445646 | 0.8046882 | 0.2077696 | -2.0718884 | 2.5371390 | 0.6550865 | -34.800379 | 23.3805338 | 6.0368279 | 7.888567 | 3.1714264 | 0.8188588 |
| atlantic | florida | dryTortugas | florida.dryTortugas | dryTortugas-west | 24.61123 | -82.87045 | 18 | 13.71951 | 13.10000 | 13.542547 | 2024-06-23 | 2015-09-02 | 1093 | 1043 | -16.8043263 | 29.778896 | 7.018953 | -22.812553 | 24.1595472 | 5.6944599 | 0.5576937 | 1.7098776 | 0.4030220 | -6.6204479 | 6.8886331 | 1.6236664 | -24.654668 | 20.9016978 | 4.9265774 | 8.462564 | 4.4918758 | 1.0587453 |
| atlantic | florida | keys | florida.keys | keys-lko | 24.55326 | -81.43753 | 15 | 7.00000 | 7.00000 | 7.000000 | 2022-10-18 | 2016-04-19 | 1417 | 956 | 34.5686388 | 41.260614 | 10.653445 | 10.362318 | 33.6584375 | 8.6905712 | 1.4990566 | 0.8221129 | 0.2122686 | -1.6637502 | 1.8336089 | 0.4734358 | -16.069130 | 25.0470050 | 6.4671089 | 28.095198 | 13.9704774 | 3.6071618 |
| atlantic | florida | keys | florida.keys | keys-mki | 24.68554 | -81.04336 | 17 | 3.50000 | 3.50000 | 3.500000 | 2022-10-26 | 2016-04-20 | 1375 | 1005 | 32.9200435 | 42.372745 | 10.276900 | 13.375820 | 24.4794993 | 5.9371507 | 1.4948080 | 0.5102941 | 0.1237645 | -2.8927113 | 5.2016447 | 1.2615842 | -14.386433 | 8.0622221 | 1.9553761 | 30.654964 | 17.4648806 | 4.2358557 |
| atlantic | florida | keys | florida.keys | keys-mki | 24.68988 | -81.02940 | 19 | 5.00000 | 5.00000 | 5.000000 | 2022-10-26 | 2016-04-20 | 1375 | 1005 | -15.1641329 | 45.625835 | 10.467284 | -24.172048 | 31.7928239 | 7.2937740 | 1.4781378 | 0.5829611 | 0.1337404 | -4.4144677 | 5.2161000 | 1.1966554 | -32.575691 | 21.7870654 | 4.9982956 | 12.818111 | 10.9794746 | 2.5188642 |
| atlantic | florida | keys | florida.keys | keys-mko | 24.63127 | -81.09255 | 13 | 6.00000 | 6.00000 | 6.000000 | 2022-10-26 | 2016-04-20 | 1375 | 1005 | 35.3782933 | 38.308657 | 10.624910 | 5.446333 | 32.0739505 | 8.8957133 | 1.7485001 | 0.5707004 | 0.1582838 | -2.3044147 | 2.9491376 | 0.8179436 | -24.586346 | 24.5573644 | 6.8109874 | 32.337094 | 9.9007243 | 2.7459668 |
| atlantic | florida | keys | florida.keys | keys-mko | 24.63388 | -81.08344 | 18 | 5.00000 | 5.00000 | 5.000000 | 2022-10-26 | 2016-04-20 | 1375 | 1005 | 27.4093649 | 31.454485 | 7.413893 | 2.151030 | 25.4160047 | 5.9906098 | 1.7735983 | 0.6059954 | 0.1428345 | -2.5925092 | 2.6559989 | 0.6260249 | -21.782319 | 17.2993804 | 4.0775031 | 26.525859 | 7.7213166 | 1.8199318 |
| atlantic | florida | keys | florida.keys | keys-uki | 24.89742 | -80.61573 | 17 | 5.00000 | 5.00000 | 5.000000 | 2023-01-11 | 2016-04-27 | 1350 | 1100 | 7.8371894 | 41.226298 | 9.998846 | -5.678671 | 26.3404198 | 6.3884902 | 1.3727131 | 0.6149026 | 0.1491358 | -1.8928212 | 3.0108087 | 0.7302284 | -24.124827 | 16.3686989 | 3.9699926 | 20.338977 | 13.9924982 | 3.3936793 |
| atlantic | florida | keys | florida.keys | keys-uki | 24.95375 | -80.54806 | 18 | 5.00000 | 3.00000 | 3.888889 | 2023-01-11 | 2016-04-27 | 1350 | 1100 | -38.3607023 | 45.931368 | 10.826127 | -40.076212 | 35.0413258 | 8.2593197 | 1.3537486 | 0.6866629 | 0.1618480 | -3.0632776 | 3.2793349 | 0.7729466 | -44.304471 | 33.2306135 | 7.8325307 | 7.291536 | 8.8177836 | 2.0783715 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.88266 | -80.56088 | 17 | 15.00000 | 6.50000 | 13.794118 | 2023-01-11 | 2016-04-19 | 1358 | 1100 | 3.1781412 | 27.095121 | 6.571532 | -5.152315 | 19.6215883 | 4.7589342 | 1.0378917 | 0.3824831 | 0.0927658 | -3.5443986 | 3.7512890 | 0.9098212 | -19.072118 | 13.4208062 | 3.2550236 | 17.464202 | 6.4985972 | 1.5761413 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.90250 | -80.53104 | 18 | 15.00000 | 14.00000 | 14.555556 | 2023-01-11 | 2016-04-20 | 1357 | 1100 | 13.5919362 | 23.366318 | 5.507494 | -8.769175 | 20.6437376 | 4.8657756 | 1.4816143 | 0.6639830 | 0.1565023 | -2.3789067 | 2.1014302 | 0.4953118 | -30.209403 | 21.8323999 | 5.1459460 | 23.819134 | 10.8629601 | 2.5604242 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 27.90740 | -93.59925 | 10 | 21.00000 | 20.00000 | 20.220000 | 2022-10-05 | 2015-06-01 | 1463 | 1220 | -72.2736476 | 38.913584 | 12.305556 | -59.674049 | 25.8401142 | 8.1713616 | 1.6500681 | 2.1329018 | 0.6744828 | -0.8068248 | 1.2321116 | 0.3896279 | -64.549822 | 22.0818156 | 6.9828832 | 5.682598 | 4.6780504 | 1.4793294 |
| pacific | marianas | guam | marianas.guam | guam-east | 13.47516 | 144.86485 | 2 | 15.84883 | 15.84883 | 15.848827 | 2017-05-14 | 2014-03-29 | 1142 | 1125 | 27.1339330 | 48.665671 | 34.411826 | 12.893270 | 37.8316958 | 26.7510486 | NaN | NA | NA | -0.8479535 | 0.7654830 | 0.5412782 | -13.122052 | 12.8374586 | 9.0774540 | 26.863276 | 25.7597201 | 18.2148728 |
| pacific | marianas | guam | marianas.guam | guam-east | 13.47520 | 144.86490 | 4 | 54.00000 | 54.00000 | 54.000000 | 2022-05-01 | 2017-05-14 | 1813 | 1813 | -70.4792586 | 20.288512 | 10.144256 | -71.217191 | 17.9327266 | 8.9663633 | 2.0399147 | 1.0573948 | 0.5286974 | -0.3558910 | 0.4812906 | 0.2406453 | -74.458207 | 18.2262741 | 9.1131370 | 3.596908 | 2.5358753 | 1.2679376 |
| pacific | marianas | guam | marianas.guam | guam-north | 13.60334 | 144.92366 | 4 | 49.00000 | 49.00000 | 49.000000 | 2022-04-17 | 2017-05-08 | 1805 | 1805 | -71.0492469 | 15.042432 | 7.521216 | -67.799431 | 15.4695544 | 7.7347772 | 1.4662845 | 0.7883273 | 0.3941636 | -0.5875123 | 0.7003160 | 0.3501580 | -76.847727 | 8.1697841 | 4.0848920 | 9.635808 | 14.8031493 | 7.4015746 |
| pacific | marianas | guam | marianas.guam | guam-south | 13.24126 | 144.70442 | 3 | 14.93447 | 14.93447 | 14.934471 | 2017-05-06 | 2014-04-27 | 1105 | 1085 | 28.0157487 | 106.738213 | 61.625336 | 34.867430 | 17.6320954 | 10.1798950 | NaN | NA | NA | -3.3532452 | 3.5075926 | 2.0251095 | -6.341463 | 4.5180293 | 2.6084854 | 44.562138 | 9.8460942 | 5.6846451 |
| pacific | marianas | guam | marianas.guam | guam-south | 13.24210 | 144.70448 | 5 | 45.00000 | 45.00000 | 45.000000 | 2022-04-18 | 2017-05-06 | 1808 | 1808 | 0.3694414 | 25.021571 | 11.189987 | -9.932827 | 21.4831074 | 9.6075377 | 1.0923006 | 0.2348366 | 0.1050221 | -2.7723494 | 3.1785080 | 1.4214720 | -19.620470 | 14.1824826 | 6.3425991 | 12.459992 | 12.8100524 | 5.7288296 |
| pacific | marianas | guam | marianas.guam | guam-west | 13.52894 | 144.80037 | 2 | 15.23926 | 15.23926 | 15.239256 | 2017-05-26 | 2014-03-25 | 1158 | 1089 | 18.2891755 | 1.741854 | 1.231677 | 23.379445 | 10.3196284 | 7.2970793 | NaN | NA | NA | -0.8864757 | 1.1004233 | 0.7781168 | -42.967443 | 43.8859894 | 31.0320807 | 67.233364 | 53.1051946 | 37.5510432 |
| pacific | marianas | guam | marianas.guam | guam-west | 13.52896 | 144.80035 | 2 | 47.00000 | 47.00000 | 47.000000 | 2022-04-12 | 2017-05-04 | 1804 | 1804 | 8.0206255 | 11.834076 | 8.367956 | -2.046253 | 11.5944417 | 8.1985084 | 0.7051907 | 0.1155998 | 0.0817414 | -0.0770976 | 0.0046560 | 0.0032923 | -9.349546 | 5.4482502 | 3.8524947 | 7.380390 | 6.1415355 | 4.3427214 |
| pacific | marianas | maug | marianas.maug | maug-east | 20.02033 | 145.23972 | 2 | 14.02012 | 14.02012 | 14.020116 | 2017-06-12 | 2014-05-04 | 1135 | 1134 | 40.1918176 | 6.430005 | 4.546700 | 23.985064 | 8.2986587 | 5.8680378 | NaN | NA | NA | -0.3014926 | 0.0605871 | 0.0428416 | -10.245550 | 0.9240307 | 0.6533884 | 34.532106 | 7.3140408 | 5.1718079 |
| pacific | marianas | maug | marianas.maug | maug-east | 20.02039 | 145.23978 | 3 | 46.00000 | 46.00000 | 46.000000 | 2022-06-22 | 2017-06-12 | 1836 | 1836 | -23.2103796 | 24.998222 | 14.432730 | -26.989315 | 24.2526266 | 14.0022605 | 0.8849818 | 0.2518664 | 0.1454151 | -0.4880338 | 0.1182241 | 0.0682567 | -36.677401 | 19.6886238 | 11.3672322 | 10.176120 | 4.6235118 | 2.6693858 |
| pacific | marianas | maug | marianas.maug | maug-north | 20.03567 | 145.22470 | 5 | 47.00000 | 47.00000 | 47.000000 | 2022-06-24 | 2017-06-10 | 1840 | 1840 | -1.0216033 | 52.665434 | 23.552698 | -21.938935 | 44.1228205 | 19.7323252 | 1.0480390 | 0.3553928 | 0.1589365 | -1.2319872 | 1.1316483 | 0.5060885 | -39.808368 | 23.7981686 | 10.6428646 | 19.101420 | 22.3361292 | 9.9890206 |
| pacific | marianas | maug | marianas.maug | maug-north | 20.03570 | 145.22467 | 4 | 14.62969 | 14.62969 | 14.629686 | 2017-06-10 | 2014-04-25 | 1142 | 1134 | 27.0876889 | 21.533794 | 10.766897 | 19.047394 | 16.1969676 | 8.0984838 | NaN | NA | NA | -0.2972134 | 0.2504679 | 0.1252340 | -4.394802 | 2.8860401 | 1.4430201 | 23.739410 | 15.0566542 | 7.5283271 |
| pacific | marianas | maug | marianas.maug | maug-south | 20.01398 | 145.22746 | 15 | 34.00000 | 34.00000 | 34.000000 | 2022-06-21 | 2017-06-13 | 1834 | 1834 | -48.8662933 | 24.765080 | 6.394316 | -51.285991 | 20.6364180 | 5.3283002 | 1.0808220 | 0.3702678 | 0.0956027 | -1.0204346 | 0.4367199 | 0.1127606 | -53.985685 | 18.6041521 | 4.8035714 | 3.720129 | 3.6479024 | 0.9418843 |
| pacific | marianas | maug | marianas.maug | maug-west | 20.01312 | 145.20806 | 5 | 14.93447 | 14.93447 | 14.934471 | 2017-06-14 | 2014-04-28 | 1143 | 1133 | 7.1491879 | 10.676648 | 4.774742 | 6.486435 | 6.3260361 | 2.8290893 | NaN | NA | NA | -1.2426009 | 0.9253216 | 0.4138164 | -5.787282 | 2.4513521 | 1.0962780 | 13.516318 | 4.2616024 | 1.9058465 |
| pacific | marianas | maug | marianas.maug | maug-west | 20.01315 | 145.20806 | 3 | 53.00000 | 53.00000 | 53.000000 | 2022-06-22 | 2017-06-14 | 1834 | 1834 | -56.3142304 | 55.429322 | 32.002134 | -56.797406 | 46.1443841 | 26.6414726 | 0.9549677 | 0.8307500 | 0.4796337 | -0.6214252 | 0.8545637 | 0.4933826 | -60.986007 | 42.4838034 | 24.5280354 | 4.810025 | 4.7746511 | 2.7566461 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 18.09609 | 145.76488 | 4 | 51.00000 | 51.00000 | 51.000000 | 2022-06-19 | 2017-05-31 | 1845 | 1845 | -0.6742773 | 22.826693 | 11.413347 | -12.020022 | 20.2290726 | 10.1145363 | 1.0598820 | 0.3309195 | 0.1654598 | -0.6596574 | 0.5849699 | 0.2924849 | -19.825346 | 15.8315274 | 7.9157637 | 8.464982 | 4.0645605 | 2.0322802 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 18.16784 | 145.79495 | 4 | 14.62969 | 14.62969 | 14.629686 | 2017-06-01 | 2014-04-22 | 1136 | 1136 | 27.6969722 | 38.271617 | 19.135808 | 20.235398 | 26.6815175 | 13.3407587 | NaN | NA | NA | -4.7043148 | 5.2354423 | 2.6177211 | -7.310874 | 2.5750427 | 1.2875213 | 32.250587 | 25.5429298 | 12.7714649 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 18.16788 | 145.79494 | 3 | 48.00000 | 48.00000 | 48.000000 | 2022-07-22 | 2017-06-01 | 1877 | 1877 | -47.8150972 | 40.277861 | 23.254434 | -46.185962 | 41.9931187 | 24.2447384 | 1.4264276 | 1.2872278 | 0.7431813 | -1.1627069 | 1.0511933 | 0.6069067 | -54.771499 | 30.0582976 | 17.3541662 | 9.748244 | 13.8317494 | 7.9857642 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 18.04561 | 145.70621 | 5 | 51.00000 | 51.00000 | 51.000000 | 2022-07-21 | 2017-06-03 | 1874 | 1874 | -19.5635650 | 27.086639 | 12.113513 | -24.755307 | 19.1911314 | 8.5825349 | 1.0005038 | 0.4276031 | 0.1912299 | -5.7245486 | 9.5722556 | 4.2808429 | -28.722709 | 17.9613820 | 8.0325742 | 9.691950 | 1.4966702 | 0.6693313 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 18.04564 | 145.70623 | 5 | 14.93447 | 14.93447 | 14.934471 | 2017-06-03 | 2014-04-21 | 1139 | 1139 | 35.3418167 | 7.251957 | 3.243174 | 22.943035 | 4.4421486 | 1.9865892 | NaN | NA | NA | -3.3797692 | 4.2839266 | 1.9158302 | -9.392835 | 2.9928915 | 1.3384618 | 35.715639 | 6.6532130 | 2.9754073 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 18.12009 | 145.75469 | 5 | 46.00000 | 46.00000 | 46.000000 | 2022-08-08 | 2017-06-16 | 1879 | 1879 | -27.1090363 | 12.787780 | 5.718869 | -33.703451 | 10.7456796 | 4.8056140 | 0.8642111 | 0.1273889 | 0.0569700 | -2.1570720 | 2.1060660 | 0.9418613 | -35.438701 | 11.0350484 | 4.9350237 | 3.892322 | 1.6536809 | 0.7395486 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 18.12014 | 145.75466 | 5 | 13.71533 | 13.71533 | 13.715331 | 2017-06-16 | 2014-04-23 | 1150 | 1150 | -0.1748297 | 14.243106 | 6.369711 | -5.900341 | 9.1720227 | 4.1018532 | NaN | NA | NA | -0.9022749 | 0.5481035 | 0.2451193 | -15.958828 | 6.0963724 | 2.7263806 | 10.960762 | 3.0955328 | 1.3843644 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 15.25866 | 145.81569 | 3 | 15.23926 | 15.23926 | 15.239256 | 2017-05-20 | 2014-04-13 | 1133 | 1130 | 3.2893777 | 38.178292 | 22.042247 | 1.313373 | 19.8598991 | 11.4661181 | NaN | NA | NA | -0.8143793 | 0.8213415 | 0.4742017 | -16.092116 | 8.4039434 | 4.8520190 | 18.219868 | 12.6329713 | 7.2936494 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 15.25867 | 145.81567 | 5 | 47.00000 | 47.00000 | 47.000000 | 2022-04-24 | 2017-05-20 | 1800 | 1800 | -17.3979954 | 40.021012 | 17.897941 | -28.005585 | 30.6591736 | 13.7111993 | 1.3784700 | 0.5469814 | 0.2446175 | -1.1953159 | 1.0848985 | 0.4851814 | -37.299748 | 26.2912048 | 11.7577842 | 10.489479 | 7.5518370 | 3.3772842 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 15.25719 | 145.76675 | 3 | 46.00000 | 46.00000 | 46.000000 | 2022-04-26 | 2017-06-21 | 1770 | 1770 | -76.7513889 | 20.025048 | 11.561467 | -73.502268 | 16.3153717 | 9.4196842 | 1.8148867 | 0.7839515 | 0.4526146 | -0.4822390 | 0.6507379 | 0.3757037 | -77.369472 | 17.2335576 | 9.9497991 | 4.349443 | 4.0976818 | 2.3657977 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 15.09785 | 145.74337 | 4 | 15.84883 | 15.84883 | 15.848827 | 2017-06-01 | 2014-04-11 | 1147 | 1138 | -68.1716151 | 46.084035 | 23.042017 | -46.865537 | 22.2996763 | 11.1498381 | NaN | NA | NA | -0.1630069 | 0.2568698 | 0.1284349 | -51.937035 | 20.9362380 | 10.4681190 | 5.234505 | 1.8899657 | 0.9449828 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 15.09788 | 145.74338 | 2 | 57.00000 | 57.00000 | 57.000000 | 2022-04-21 | 2017-06-19 | 1767 | 1767 | -87.1380695 | 5.488940 | 3.881267 | -85.597396 | 0.0118054 | 0.0083477 | 2.2610885 | 0.8059192 | 0.5698709 | -0.0161783 | 0.0117009 | 0.0082738 | -86.991681 | 0.0433561 | 0.0306574 | 1.410464 | 0.0432517 | 0.0305836 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 15.15639 | 145.68976 | 2 | 41.00000 | 41.00000 | 41.000000 | 2022-04-22 | 2017-05-18 | 1800 | 1800 | -76.4805961 | 20.485612 | 14.485515 | -75.650826 | 16.7347413 | 11.8332490 | 1.5253117 | 0.2718998 | 0.1922622 | -0.2685015 | 0.1335809 | 0.0944560 | -79.015815 | 13.2806616 | 9.3908459 | 3.633491 | 3.5876606 | 2.5368591 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 15.15645 | 145.68970 | 4 | 12.19141 | 12.19141 | 12.191405 | 2017-05-18 | 2014-04-17 | 1127 | 1127 | -62.4462668 | 58.043103 | 29.021551 | -54.504123 | 48.4252508 | 24.2126254 | NaN | NA | NA | -1.9123777 | 1.7715432 | 0.8857716 | -65.809835 | 32.7052022 | 16.3526011 | 13.218091 | 15.5239818 | 7.7619909 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii | 19.24430 | -155.90028 | 4 | 15.20000 | 15.20000 | 15.200000 | 2024-05-07 | 2019-07-11 | 1762 | 1762 | -23.2423383 | 30.062748 | 15.031374 | -28.371310 | 25.4589141 | 12.7294570 | 1.0177296 | 0.2579861 | 0.1289930 | -7.0323804 | 10.2607852 | 5.1303926 | -31.593141 | 15.8588453 | 7.9294227 | 10.254211 | 7.1558914 | 3.5779457 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.24916 | -155.89093 | 3 | 13.71600 | 13.71600 | 13.716000 | 2019-07-15 | 2016-08-15 | 1064 | 1064 | -19.9394972 | 14.657149 | 8.462309 | -19.149841 | 10.5593086 | 6.0964197 | 1.4637735 | 0.1149613 | 0.0663729 | -8.3216150 | 10.3770602 | 5.9911985 | -19.835576 | 0.8996813 | 0.5194312 | 9.007350 | 1.5247407 | 0.8803095 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.26822 | -155.86041 | 5 | 14.00000 | 14.00000 | 14.000000 | 2024-07-06 | 2019-07-15 | 1818 | 1818 | -3.6643885 | 12.880188 | 5.760195 | -2.823530 | 5.4385723 | 2.4322035 | 0.4287411 | 0.4765314 | 0.2131113 | -4.1701288 | 3.7974094 | 1.6982531 | -7.864160 | 2.8748459 | 1.2856702 | 9.210758 | 3.1597692 | 1.4130918 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.26824 | -155.86038 | 5 | 14.02080 | 14.02080 | 14.020800 | 2019-07-15 | 2016-08-15 | 1064 | 1064 | -9.1913221 | 21.868581 | 9.779927 | -11.734307 | 12.7394455 | 5.6972532 | 1.6174486 | 0.4010625 | 0.1793606 | -8.5244223 | 8.5508586 | 3.8240602 | -14.357316 | 6.7243351 | 3.0072141 | 11.147431 | 5.3512919 | 2.3931705 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 19.24436 | -155.90028 | 4 | 13.71600 | 13.71600 | 13.716000 | 2019-07-11 | 2016-08-11 | 1064 | 1064 | -44.8163426 | 45.133270 | 22.566635 | -39.139907 | 36.0275696 | 18.0137848 | 1.6708584 | 0.7007958 | 0.3503979 | -1.1661879 | 1.5234188 | 0.7617094 | -44.865249 | 28.8567924 | 14.4283962 | 6.891530 | 9.4006726 | 4.7003363 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.45862 | -157.79865 | 4 | 14.93400 | 2.10000 | 8.517000 | 2024-06-11 | 2017-02-09 | 1773 | 906 | 50.8325525 | 37.293474 | 18.646737 | 30.560886 | 25.5172257 | 12.7586129 | 0.8108463 | 0.1686707 | 0.0843353 | -0.2772522 | 0.2967535 | 0.1483767 | -15.042245 | 12.6424669 | 6.3212334 | 45.880384 | 17.2973099 | 8.6486549 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.47969 | -157.78298 | 3 | 12.50000 | 12.50000 | 12.500000 | 2024-06-06 | 2019-08-04 | 1768 | 1768 | 21.2770433 | 41.419759 | 23.913709 | 14.440417 | 37.2820492 | 21.5248011 | 0.9031061 | 0.1483323 | 0.0856397 | -1.4485503 | 1.6290696 | 0.9405438 | -23.787712 | 15.7711842 | 9.1054974 | 39.676679 | 27.7382656 | 16.0146951 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.47971 | -157.78301 | 5 | 12.49680 | 12.49680 | 12.496800 | 2019-08-04 | 2016-08-23 | 1076 | 1076 | -37.4650790 | 47.785113 | 21.370152 | -39.518218 | 39.7820096 | 17.7910555 | 2.5368993 | 1.3169249 | 0.5889467 | -0.3193481 | 0.0867816 | 0.0388099 | -52.467505 | 37.1426097 | 16.6106800 | 13.268635 | 4.3529306 | 1.9466898 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 21.28838 | -157.86536 | 3 | 13.71600 | 13.71600 | 13.716000 | 2019-05-07 | 2016-08-17 | 993 | 993 | -18.5665212 | 25.540074 | 14.745569 | -20.812689 | 17.6497084 | 10.1900639 | 1.3014004 | 0.5263132 | 0.3038671 | -6.7275714 | 6.2047183 | 3.5822958 | -19.642218 | 13.4680543 | 7.7757848 | 5.557100 | 4.5514666 | 2.6277905 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 21.28842 | -157.86533 | 4 | 5.07000 | 5.07000 | 5.070000 | 2024-05-29 | 2019-05-07 | 1849 | 1849 | -30.8295700 | 50.954529 | 25.477265 | -22.970908 | 36.0605533 | 18.0302766 | 0.5526824 | 0.1654994 | 0.0827497 | -4.0761572 | 3.4150575 | 1.7075287 | -26.608286 | 31.7545910 | 15.8772955 | 7.713535 | 4.5172000 | 2.2586000 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 21.53408 | -158.23439 | 5 | 14.60000 | 14.60000 | 14.600000 | 2024-06-05 | 2019-08-02 | 1769 | 1769 | -37.4310698 | 13.618009 | 6.090159 | -29.189256 | 11.0937668 | 4.9612833 | 0.3488748 | 0.2562313 | 0.1145901 | -8.7885138 | 7.1064913 | 3.1781195 | -29.305165 | 19.0575171 | 8.5227807 | 8.904423 | 10.0518893 | 4.4953416 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 21.53412 | -158.23441 | 1 | 12.80160 | 12.80160 | 12.801600 | 2019-08-02 | 2016-08-19 | 1078 | 1078 | -15.5299938 | NA | NA | -19.947450 | NA | NA | 1.1535422 | NA | NA | -2.8710314 | NA | NA | -21.899647 | NA | NA | 4.823228 | NA | NA |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 21.59095 | -158.17467 | 1 | 12.80160 | 12.80160 | 12.801600 | 2019-08-02 | 2016-08-19 | 1078 | 1078 | -35.1216566 | NA | NA | -25.727308 | NA | NA | 0.6460297 | NA | NA | -5.0003815 | NA | NA | -24.778325 | NA | NA | 4.051398 | NA | NA |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 27.78237 | -175.88195 | 4 | 14.32560 | 14.32560 | 14.325600 | 2019-09-04 | 2016-09-09 | 1090 | 1090 | -8.2983085 | 11.481411 | 5.740705 | -11.853661 | 7.5676401 | 3.7838200 | 1.1506151 | 0.2369511 | 0.1184756 | -2.1495311 | 3.4169265 | 1.7084632 | -15.824207 | 5.8163332 | 2.9081666 | 6.120077 | 1.2611709 | 0.6305855 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 27.78240 | -175.88199 | 5 | 13.70000 | 13.70000 | 13.700000 | 2024-08-24 | 2019-09-04 | 1816 | 1816 | -4.7033613 | 4.243565 | 1.897780 | -6.756524 | 2.6893022 | 1.2026925 | 0.8066457 | 0.0789597 | 0.0353119 | -0.0738639 | 0.0549546 | 0.0245764 | -13.016571 | 1.2250382 | 0.5478537 | 6.333912 | 3.4622836 | 1.5483803 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-west | 27.79304 | -175.99746 | 5 | 13.70000 | 13.70000 | 13.700000 | 2024-08-23 | 2019-07-11 | 1870 | 1870 | -4.4468516 | 10.133637 | 4.531900 | -6.065078 | 4.9786774 | 2.2265322 | 0.9483903 | 0.0732998 | 0.0327807 | -0.8240964 | 1.5899237 | 0.7110355 | -9.405790 | 4.7531292 | 2.1256640 | 4.164808 | 1.0366611 | 0.4636089 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-west | 27.79316 | -175.99722 | 4 | 14.32560 | 14.32560 | 14.325600 | 2019-09-04 | 2016-09-11 | 1088 | 1088 | -0.9211665 | 8.900487 | 4.450243 | -6.821612 | 5.2239452 | 2.6119726 | 1.1614246 | 0.0397972 | 0.0198986 | -0.0557290 | 0.0215402 | 0.0107701 | -10.543277 | 6.7235568 | 3.3617784 | 3.777394 | 1.7681608 | 0.8840804 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-east | -0.36896 | -160.00813 | 2 | 49.00000 | 49.00000 | 49.000000 | 2018-07-28 | 2015-04-10 | 1205 | 1205 | -52.9887362 | 21.821078 | 15.429832 | -40.612549 | 17.3325183 | 12.2559412 | -0.3005177 | 1.1700359 | 0.8273403 | -2.0324333 | 0.5735721 | 0.4055767 | -41.943510 | 14.6004676 | 10.3240896 | 3.363394 | 2.1584786 | 1.5262749 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-east | -0.36776 | -159.97881 | 2 | 49.00000 | 49.00000 | 49.000000 | 2018-07-30 | 2015-04-09 | 1208 | 1208 | -64.7008830 | 33.433283 | 23.640901 | -43.951269 | 24.5671689 | 17.3716118 | -0.2591183 | 0.8557622 | 0.6051153 | -1.9501784 | 1.1546105 | 0.8164329 | -44.429210 | 24.0804461 | 17.0274467 | 2.428119 | 1.6413333 | 1.1605979 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 5.86379 | -162.03062 | 3 | 50.00000 | 50.00000 | 50.000000 | 2018-08-04 | 2015-04-15 | 1207 | 1207 | -9.0388992 | 77.633852 | 44.821925 | -7.487012 | 53.7527044 | 31.0341384 | 0.2960183 | 0.4422245 | 0.2553184 | -0.0666912 | 0.0581998 | 0.0336017 | -29.388013 | 22.8078959 | 13.1681448 | 21.967692 | 34.4415782 | 19.8848544 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 5.89733 | -162.07817 | 4 | 47.00000 | 47.00000 | 47.000000 | 2018-08-05 | 2015-04-16 | 1207 | 1207 | -95.9407061 | 36.756415 | 18.378207 | -72.709002 | 28.1392177 | 14.0696088 | 0.8925878 | 1.2389858 | 0.6194929 | -0.9152019 | 1.6995474 | 0.8497737 | -76.051228 | 26.9686304 | 13.4843152 | 4.257428 | 3.1536812 | 1.5768406 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 5.88322 | -162.13322 | 3 | 47.00000 | 47.00000 | 47.000000 | 2018-08-02 | 2015-04-18 | 1202 | 1202 | -32.5481951 | 47.985185 | 27.704259 | -29.379325 | 35.6432148 | 20.5786197 | 0.7346679 | 0.5838281 | 0.3370733 | -0.1452310 | 0.1205199 | 0.0695822 | -42.032162 | 22.9703007 | 13.2619093 | 12.798068 | 12.7241313 | 7.3462806 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 19.30616 | 166.65108 | 3 | 14.32490 | 14.32490 | 14.324901 | 2017-04-23 | 2014-04-29 | 1090 | 1066 | -11.9404135 | 94.323781 | 54.457861 | -4.260964 | 69.3850428 | 40.0594731 | NaN | NA | NA | -0.6335472 | 0.6857734 | 0.3959314 | -46.156545 | 26.2061135 | 15.1301067 | 42.529129 | 50.4388132 | 29.1208624 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 19.31602 | 166.62721 | 4 | 13.71533 | 13.71533 | 13.715331 | 2017-04-20 | 2014-04-17 | 1099 | 1096 | -75.3360141 | 49.821191 | 24.910595 | -54.744915 | 37.4626640 | 18.7313320 | NaN | NA | NA | -0.4440983 | 0.4250010 | 0.2125005 | -62.426994 | 33.3083823 | 16.6541912 | 8.126178 | 4.8730313 | 2.4365156 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 19.28065 | 166.62778 | 3 | 14.62969 | 14.62969 | 14.629686 | 2017-04-22 | 2014-05-01 | 1087 | 1064 | -120.3602757 | 20.385800 | 11.769747 | -83.121574 | 18.8629517 | 10.8905302 | NaN | NA | NA | -1.4367789 | 1.8853799 | 1.0885246 | -84.778930 | 18.1023519 | 10.4513978 | 3.094134 | 2.2464810 | 1.2970064 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 19.31625 | 166.59824 | 3 | 14.62969 | 14.62969 | 14.629686 | 2017-04-19 | 2014-05-15 | 1070 | 1063 | -50.4173946 | 54.604913 | 31.526161 | -37.685907 | 42.9812322 | 24.8152260 | NaN | NA | NA | -0.5427595 | 0.7971244 | 0.4602200 | -55.436685 | 34.0516331 | 19.6597195 | 18.293537 | 16.3698109 | 9.4511147 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | -14.15785 | -169.67442 | 4 | 45.00000 | 45.00000 | 45.000000 | 2018-07-09 | 2015-03-13 | 1214 | 1214 | -26.1322762 | 17.611991 | 8.805995 | -13.993649 | 16.6525713 | 8.3262856 | -0.0520849 | 0.5919688 | 0.2959844 | -9.9101694 | 6.6653955 | 3.3326977 | -21.265413 | 11.4082709 | 5.7041354 | 17.181933 | 10.1432175 | 5.0716087 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | -14.17330 | -169.64190 | 3 | 50.00000 | 50.00000 | 50.000000 | 2018-07-07 | 2015-03-26 | 1199 | 1199 | 49.7346747 | 41.161744 | 23.764744 | 29.579278 | 24.6036755 | 14.2049387 | -1.1852120 | 0.7577890 | 0.4375097 | -0.6339109 | 0.5413146 | 0.3125281 | -5.552662 | 3.6396830 | 2.1013720 | 35.765851 | 22.8154896 | 13.1725290 |
| pacific | samoa | tau | samoa.tau | tau-north | -14.21240 | -169.44067 | 3 | 49.00000 | 49.00000 | 49.000000 | 2018-07-12 | 2015-03-15 | 1215 | 1215 | 31.2382087 | 36.305865 | 20.961201 | 22.361958 | 28.3734291 | 16.3814069 | 0.9752571 | 0.6331419 | 0.3655446 | -0.8757096 | 0.9441878 | 0.5451271 | -3.398866 | 3.6330196 | 2.0975248 | 26.636534 | 26.7787332 | 15.4607088 |
| pacific | samoa | tau | samoa.tau | tau-west | -14.25755 | -169.50068 | 4 | 50.00000 | 50.00000 | 50.000000 | 2018-07-11 | 2015-03-23 | 1206 | 1206 | 58.9868323 | 28.444417 | 14.222209 | 43.762337 | 21.0230915 | 10.5115458 | -0.6628383 | 1.6495404 | 0.8247702 | -3.9333817 | 4.9737108 | 2.4868554 | -2.167453 | 1.7265284 | 0.8632642 | 49.863172 | 21.1720458 | 10.5860229 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | -14.28521 | -170.56401 | 5 | 50.00000 | 50.00000 | 50.000000 | 2018-07-05 | 2015-02-28 | 1223 | 1223 | -22.3812449 | 25.337233 | 11.331155 | -22.628714 | 20.0095004 | 8.9485206 | -1.4184164 | 0.6483234 | 0.2899390 | -1.2343894 | 0.9030901 | 0.4038742 | -33.633129 | 16.9581919 | 7.5839340 | 12.238805 | 7.1816799 | 3.2117449 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | -14.24479 | -170.65237 | 4 | 48.00000 | 48.00000 | 48.000000 | 2018-06-29 | 2015-02-27 | 1218 | 1218 | 25.4926878 | 28.387526 | 14.193763 | 17.105454 | 30.8430826 | 15.4215413 | -1.5647625 | 0.8201907 | 0.4100954 | -3.0799939 | 1.7517099 | 0.8758549 | -15.133661 | 12.3491657 | 6.1745829 | 35.319108 | 24.3358432 | 12.1679216 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | -14.36351 | -170.76300 | 5 | 48.00000 | 48.00000 | 48.000000 | 2018-07-04 | 2015-03-06 | 1216 | 1216 | 42.5373081 | 44.276466 | 19.801037 | 19.545946 | 32.5559928 | 14.5594826 | 0.6347027 | 1.4656404 | 0.6554543 | -5.2738322 | 5.0392727 | 2.2536313 | -9.134943 | 7.0316185 | 3.1446354 | 33.954721 | 31.0792592 | 13.8990673 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | -14.29464 | -170.81200 | 5 | 47.00000 | 47.00000 | 47.000000 | 2018-07-01 | 2015-03-01 | 1218 | 1218 | 18.7861624 | 78.141340 | 34.945870 | 2.822332 | 50.2893595 | 22.4900853 | -0.0894167 | 1.1838154 | 0.5294184 | -3.0476496 | 1.2095685 | 0.5409355 | -22.608328 | 32.2761994 | 14.4343552 | 28.478310 | 29.0577434 | 12.9950179 |
2.3 Parrot fish community
2.3.1 Summary
There are a total of 879 parrot surveys included in this study. Sites
are divided at three levels across 2 basins. The highest level (loc1)
includes 8 large regions including:
florida, flowerGardenBanks, caribbean, marianas,
middleHawaiianIslands, northwestHawaiianIslands,
pacificRemoteIslandArea, samoa
2.3.2 Unify parrot tables and calculate stats at loc3 level
## Percent of sites where biomass matches: 100 %## Percent of sites where density matches: 100 %## Percent of sites where BOTH match: 100 %| Basin | Loc1 | Loc2 | Loc1.2 | Loc3 | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-north | 17.4 | 37.4 | 13 | 0.3 | 1.0 | 13 | 6.518905 | 23.50425 | 13 | 0.0327653 | 0.118137 | 13 | 10.86484 | 31.66376 | 13 | 0.2925326 | 1.033459 | 13 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 162.4 | 241.2 | 12 | 14.5 | 29.8 | 12 | 63.559322 | 137.92981 | 12 | 10.1409678 | 28.717151 | 12 | 98.87006 | 179.67200 | 12 | 4.3391402 | 11.243028 | 12 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-southwest | 492.8 | 424.5 | 18 | 31.5 | 33.3 | 18 | 97.300691 | 118.35975 | 18 | 12.2887168 | 13.233904 | 18 | 395.48023 | 362.79499 | 18 | 19.2393870 | 25.082130 | 18 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 154.5 | 143.4 | 17 | 14.5 | 14.4 | 17 | 44.865404 | 44.73057 | 17 | 6.0729596 | 10.930968 | 17 | 109.67099 | 144.34529 | 17 | 8.4545756 | 10.493422 | 17 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 804.2 | 561.4 | 32 | 68.6 | 48.7 | 32 | 91.807910 | 134.23474 | 32 | 18.0236459 | 20.407372 | 32 | 712.39407 | 506.12697 | 32 | 50.5980333 | 38.388032 | 32 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 254.2 | 267.7 | 37 | 17.8 | 20.2 | 37 | 33.592915 | 54.43418 | 37 | 5.7909036 | 11.211836 | 37 | 220.64437 | 231.68797 | 37 | 11.9730144 | 11.956955 | 37 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 120.1 | 156.0 | 20 | 10.6 | 12.4 | 20 | 21.186441 | 28.80073 | 20 | 2.8802533 | 4.311397 | 20 | 98.87006 | 154.04378 | 20 | 7.6945297 | 9.744883 | 20 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 706.2 | 596.6 | 16 | 42.2 | 37.2 | 16 | 70.621469 | 83.79885 | 16 | 8.9051406 | 18.600878 | 16 | 635.59322 | 570.87313 | 16 | 33.3445641 | 22.987404 | 16 |
| atlantic | florida | dryTortugas | florida.dryTortugas | dryTortugas-west | 1003.4 | 477.5 | 22 | 47.0 | 70.3 | 22 | 125.834617 | 116.74963 | 22 | 36.7254722 | 69.474960 | 22 | 877.59759 | 417.53350 | 22 | 10.2718573 | 7.452200 | 22 |
| atlantic | florida | keys | florida.keys | keys-lko | 442.2 | 454.3 | 22 | 52.8 | 108.7 | 22 | 47.316384 | 107.52303 | 22 | 33.5602163 | 92.959797 | 22 | 394.83821 | 414.58334 | 22 | 19.2148013 | 56.857545 | 22 |
| atlantic | florida | keys | florida.keys | keys-mki | 742.2 | 401.8 | 10 | 48.6 | 69.4 | 10 | 105.935028 | 112.65466 | 10 | 32.8359000 | 59.952244 | 10 | 636.29944 | 374.88479 | 10 | 15.7970608 | 15.492513 | 10 |
| atlantic | florida | keys | florida.keys | keys-mko | 780.8 | 504.4 | 22 | 154.4 | 232.1 | 22 | 173.669748 | 198.31781 | 22 | 111.7190795 | 193.878615 | 22 | 607.12763 | 442.26746 | 22 | 42.6654617 | 85.480724 | 22 |
| atlantic | florida | keys | florida.keys | keys-uki | 1210.0 | 1289.2 | 37 | 89.5 | 165.8 | 37 | 196.830814 | 232.25895 | 37 | 67.9506926 | 159.957602 | 37 | 1013.13178 | 1208.90739 | 37 | 21.5403284 | 50.133684 | 37 |
| atlantic | florida | keys | florida.keys | keys-uko | 606.5 | 467.5 | 16 | 54.9 | 49.5 | 16 | 108.580508 | 105.66114 | 16 | 36.8790731 | 46.573336 | 16 | 497.88136 | 426.96504 | 16 | 18.0139834 | 21.697578 | 16 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 212.9 | 118.0 | 41 | 65.2 | 42.9 | 41 | 123.329199 | 63.40411 | 41 | 57.0168032 | 43.875625 | 41 | 89.56869 | 99.85435 | 41 | 8.1564912 | 12.328827 | 41 |
| pacific | marianas | guam | marianas.guam | guam-east | 138.6 | 118.1 | 10 | 17.5 | 15.0 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 138.64164 | 118.13751 | 10 | 17.4929939 | 14.996378 | 10 |
| pacific | marianas | guam | marianas.guam | guam-north | 171.8 | 246.0 | 14 | 41.1 | 63.3 | 14 | 20.210151 | 61.21836 | 14 | 8.3477549 | 22.083008 | 14 | 151.57614 | 211.32900 | 14 | 32.7596492 | 44.961559 | 14 |
| pacific | marianas | guam | marianas.guam | guam-south | 145.1 | 129.0 | 31 | 39.4 | 54.1 | 31 | 7.301732 | 24.19416 | 31 | 10.3380210 | 33.665175 | 31 | 137.82019 | 123.92347 | 31 | 29.0425595 | 40.340889 | 31 |
| pacific | marianas | guam | marianas.guam | guam-west | 201.6 | 159.3 | 16 | 32.9 | 32.9 | 16 | 10.610330 | 30.77876 | 16 | 2.8111019 | 8.307794 | 16 | 190.98593 | 159.22043 | 16 | 30.0826082 | 30.774826 | 16 |
| pacific | marianas | maug | marianas.maug | maug-east | 180.1 | 68.5 | 11 | 108.7 | 70.4 | 11 | 20.577609 | 38.15191 | 11 | 28.8380614 | 58.646409 | 11 | 159.47647 | 52.58878 | 11 | 79.8635741 | 27.528184 | 11 |
| pacific | marianas | maug | marianas.maug | maug-north | 166.9 | 123.3 | 10 | 94.2 | 77.7 | 10 | 16.976527 | 27.33481 | 10 | 28.9096058 | 51.007987 | 10 | 149.95932 | 115.54913 | 10 | 65.2442216 | 44.600921 | 10 |
| pacific | marianas | maug | marianas.maug | maug-south | 177.5 | 164.1 | 11 | 74.0 | 74.8 | 11 | 41.155218 | 80.39106 | 11 | 32.0639460 | 60.818533 | 11 | 136.32666 | 161.45967 | 11 | 41.9066520 | 44.292595 | 11 |
| pacific | marianas | maug | marianas.maug | maug-west | 175.4 | 87.3 | 10 | 116.0 | 85.7 | 10 | 62.247267 | 72.81142 | 10 | 67.8195339 | 82.516026 | 10 | 113.17685 | 69.30638 | 10 | 48.2054193 | 29.514597 | 10 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 136.3 | 108.7 | 11 | 133.1 | 117.3 | 11 | 61.732826 | 64.29474 | 11 | 111.2699006 | 123.523402 | 11 | 74.59383 | 79.29725 | 11 | 21.8134453 | 23.244989 | 11 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 188.0 | 113.5 | 14 | 120.5 | 98.1 | 14 | 20.210151 | 28.13832 | 14 | 29.1090234 | 44.069070 | 14 | 167.74426 | 100.16697 | 14 | 91.3506859 | 67.421791 | 14 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 235.8 | 243.5 | 12 | 139.7 | 162.8 | 12 | 117.892550 | 196.70753 | 12 | 96.5700067 | 151.243074 | 12 | 117.89255 | 85.16796 | 12 | 43.1166932 | 34.359704 | 12 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 299.9 | 365.1 | 10 | 176.5 | 215.4 | 10 | 118.835691 | 252.29667 | 10 | 94.9421346 | 161.610370 | 10 | 181.08296 | 148.64563 | 10 | 81.5131121 | 83.720499 | 10 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 205.8 | 291.9 | 11 | 108.3 | 189.0 | 11 | 46.299620 | 109.78207 | 11 | 44.5951651 | 102.177648 | 11 | 159.47647 | 203.35361 | 11 | 63.7470803 | 95.220873 | 11 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 133.8 | 134.0 | 11 | 18.4 | 21.0 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 133.75446 | 133.96699 | 11 | 18.3869146 | 20.967903 | 11 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 186.7 | 97.3 | 10 | 30.6 | 37.3 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 186.74180 | 97.28529 | 10 | 30.6341580 | 37.286409 | 10 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 448.4 | 263.4 | 13 | 23.9 | 18.5 | 13 | 0.000000 | 0.00000 | 13 | 0.0000000 | 0.000000 | 13 | 448.35444 | 263.36581 | 13 | 23.8913228 | 18.484797 | 13 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 137.1 | 118.6 | 26 | 153.0 | 266.8 | 26 | 47.882513 | 95.62246 | 26 | 112.3149332 | 253.391799 | 26 | 89.23559 | 94.58643 | 26 | 40.6468052 | 60.162954 | 26 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 115.4 | 158.2 | 13 | 44.3 | 77.8 | 13 | 4.352956 | 15.69481 | 13 | 4.8291463 | 17.411734 | 13 | 111.00037 | 151.25347 | 13 | 39.4793476 | 63.399485 | 13 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 118.8 | 145.6 | 20 | 15.3 | 18.6 | 20 | 0.000000 | 0.00000 | 20 | 0.0000000 | 0.000000 | 20 | 118.83569 | 145.60997 | 20 | 15.2875229 | 18.569016 | 20 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 18.0 | 44.3 | 11 | 5.9 | 16.6 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 18.00541 | 44.32851 | 11 | 5.9244288 | 16.595223 | 11 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 53.8 | 88.9 | 10 | 24.9 | 42.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 53.75900 | 88.92569 | 10 | 24.8943611 | 42.211199 | 10 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 180.1 | 309.8 | 11 | 18.6 | 28.3 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 180.05408 | 309.75966 | 11 | 18.5800612 | 28.269794 | 11 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-west | 896.0 | 705.3 | 21 | 147.8 | 104.6 | 21 | 29.641555 | 42.41886 | 21 | 37.6710013 | 52.886383 | 21 | 866.34183 | 698.90004 | 21 | 110.0880309 | 78.763018 | 21 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | jarvis-east | 154.6 | 76.8 | 28 | 136.6 | 98.8 | 28 | 36.378273 | 41.36732 | 28 | 63.7583125 | 79.527890 | 28 | 118.22939 | 67.59695 | 28 | 72.8734001 | 55.760837 | 28 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 158.4 | 109.3 | 10 | 41.9 | 41.0 | 10 | 11.317685 | 23.85977 | 10 | 10.9355372 | 23.293417 | 10 | 147.12990 | 98.73739 | 10 | 30.9996509 | 25.392901 | 10 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 260.3 | 131.2 | 10 | 67.7 | 50.1 | 10 | 11.317685 | 35.78966 | 10 | 13.4604474 | 42.565672 | 10 | 248.98907 | 122.82571 | 10 | 54.2213815 | 33.644017 | 10 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 298.0 | 148.1 | 15 | 157.7 | 148.4 | 15 | 64.133547 | 85.19644 | 15 | 109.6364652 | 147.028569 | 15 | 233.89882 | 102.27748 | 15 | 48.0663554 | 23.393897 | 15 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 126.0 | 162.7 | 11 | 52.4 | 62.1 | 11 | 0.000000 | 0.00000 | 11 | 0.0000000 | 0.000000 | 11 | 126.03785 | 162.71688 | 11 | 52.4080039 | 62.085892 | 11 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 130.6 | 105.6 | 13 | 47.4 | 43.3 | 13 | 13.058867 | 47.08441 | 13 | 4.0270693 | 14.519805 | 13 | 117.52980 | 71.06125 | 13 | 43.3465823 | 39.790186 | 13 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 217.9 | 83.3 | 10 | 63.3 | 39.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 217.86543 | 83.34928 | 10 | 63.2721959 | 39.218959 | 10 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 343.6 | 346.7 | 14 | 147.5 | 223.6 | 14 | 153.597151 | 292.30164 | 14 | 105.2254524 | 216.071670 | 14 | 189.97542 | 195.53377 | 14 | 42.2384223 | 33.623587 | 14 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | 344.7 | 206.3 | 11 | 256.4 | 246.3 | 11 | 82.310435 | 95.91241 | 11 | 179.8585001 | 244.896692 | 11 | 262.36451 | 209.10587 | 11 | 76.5735564 | 64.798428 | 11 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | 454.9 | 514.2 | 13 | 200.4 | 285.0 | 13 | 217.647785 | 405.99723 | 13 | 151.8769639 | 257.533688 | 13 | 237.23609 | 155.20541 | 13 | 48.5188941 | 35.182874 | 13 |
| pacific | samoa | tau | samoa.tau | tau-north | 137.7 | 114.1 | 15 | 115.1 | 147.2 | 15 | 52.815863 | 101.37898 | 15 | 73.3306503 | 142.360075 | 15 | 84.88264 | 75.61946 | 15 | 41.7874379 | 39.508451 | 15 |
| pacific | samoa | tau | samoa.tau | tau-west | 136.8 | 117.5 | 12 | 100.7 | 95.3 | 12 | 61.304126 | 88.52010 | 12 | 67.8222839 | 88.211203 | 12 | 75.45123 | 61.91119 | 12 | 32.8478878 | 29.455075 | 12 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | 117.7 | 225.6 | 25 | 87.9 | 228.9 | 25 | 24.898907 | 92.52395 | 25 | 64.0642976 | 202.884990 | 25 | 92.80502 | 151.60524 | 25 | 23.8030341 | 42.503459 | 25 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | 298.4 | 187.4 | 11 | 147.9 | 139.1 | 11 | 30.866413 | 46.41380 | 11 | 67.7245985 | 121.413625 | 11 | 267.50891 | 183.96184 | 11 | 80.2120552 | 43.668593 | 11 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | 375.3 | 174.9 | 19 | 60.3 | 43.7 | 19 | 17.870029 | 56.75365 | 19 | 12.4473865 | 39.407491 | 19 | 357.40057 | 192.18103 | 19 | 47.8421990 | 32.163049 | 19 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | 325.4 | 280.5 | 10 | 81.0 | 75.2 | 10 | 0.000000 | 0.00000 | 10 | 0.0000000 | 0.000000 | 10 | 325.38344 | 280.49509 | 10 | 81.0012806 | 75.232889 | 10 |
2.3.3 Unify parrot tables and calculate stats at loc2 level
## Percent of loc2 groups where biomass matches: 100 %## Percent of loc2 groups where density matches: 100 %## Percent of loc2 groups where BOTH match: 100 %| Basin | Loc1 | Loc2 | Loc1.2 | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N | Mean | SD | N |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 227.9 | 319.7 | 60 | 16.5 | 25.9 | 60 | 56.026365 | 96.67285 | 60 | 7.442580 | 16.05945 | 60 | 171.84557 | 270.11561 | 60 | 9.098489 | 16.97357 | 60 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 465.2 | 507.5 | 105 | 35.6 | 40.6 | 105 | 54.613936 | 91.64200 | 105 | 9.439118 | 16.02112 | 105 | 410.54614 | 462.18487 | 105 | 26.186116 | 30.18590 | 105 |
| atlantic | florida | dryTortugas | florida.dryTortugas | 1003.4 | 477.5 | 22 | 47.0 | 70.3 | 22 | 125.834617 | 116.74963 | 22 | 36.725472 | 69.47496 | 22 | 877.59759 | 417.53350 | 22 | 10.271857 | 7.45220 | 22 |
| atlantic | florida | keys | florida.keys | 829.9 | 889.3 | 107 | 86.3 | 156.8 | 107 | 139.636200 | 185.64526 | 107 | 61.950881 | 139.03053 | 107 | 690.26374 | 817.72415 | 107 | 24.341610 | 55.85226 | 107 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 212.9 | 118.0 | 41 | 65.2 | 42.9 | 41 | 123.329199 | 63.40411 | 41 | 57.016803 | 43.87563 | 41 | 89.56869 | 99.85435 | 41 | 8.156491 | 12.32883 | 41 |
| pacific | marianas | guam | marianas.guam | 162.2 | 161.8 | 71 | 35.2 | 48.2 | 71 | 9.564241 | 34.46909 | 71 | 6.793308 | 24.64425 | 71 | 152.62934 | 150.21299 | 71 | 28.383185 | 36.41935 | 71 |
| pacific | marianas | maug | marianas.maug | 175.2 | 112.9 | 42 | 97.9 | 76.0 | 42 | 35.030929 | 59.87762 | 42 | 38.981273 | 63.83444 | 42 | 140.12372 | 106.41038 | 42 | 58.904021 | 39.04233 | 42 |
| pacific | marianas | pagan | marianas.pagan | 211.9 | 223.2 | 47 | 140.2 | 146.8 | 47 | 75.852569 | 157.10477 | 47 | 79.569291 | 124.85129 | 47 | 136.05302 | 109.52555 | 47 | 60.667850 | 62.27466 | 47 |
| pacific | marianas | saipan | marianas.saipan | 254.0 | 246.3 | 45 | 44.7 | 99.8 | 45 | 11.317685 | 56.07162 | 45 | 10.901040 | 52.42554 | 45 | 242.70146 | 228.55261 | 45 | 33.786727 | 53.41397 | 45 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 129.9 | 131.4 | 39 | 116.7 | 226.8 | 39 | 33.372660 | 80.78058 | 39 | 76.486338 | 212.06695 | 39 | 96.49052 | 114.97158 | 39 | 40.257653 | 60.42291 | 39 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 75.9 | 119.6 | 41 | 15.1 | 26.1 | 41 | 0.000000 | 0.00000 | 41 | 0.000000 | 0.00000 | 41 | 75.91130 | 119.61443 | 41 | 15.118605 | 26.09000 | 41 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 649.9 | 686.5 | 32 | 103.4 | 105.8 | 32 | 19.452271 | 36.95234 | 32 | 24.721595 | 46.20555 | 32 | 630.43041 | 675.10337 | 32 | 78.632166 | 78.80392 | 32 |
| pacific | pacificRemoteIslandArea | jarvis | pacificRemoteIslandArea.jarvis | 154.6 | 76.8 | 28 | 136.6 | 98.8 | 28 | 36.378273 | 41.36732 | 28 | 63.758313 | 79.52789 | 28 | 118.22939 | 67.59695 | 28 | 72.873400 | 55.76084 | 28 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 247.4 | 142.4 | 35 | 98.9 | 113.8 | 35 | 33.953055 | 64.66654 | 35 | 53.957338 | 109.17398 | 35 | 213.41920 | 112.83156 | 35 | 44.948733 | 27.97252 | 35 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 209.8 | 227.5 | 48 | 81.0 | 131.6 | 48 | 48.335946 | 169.96165 | 48 | 31.781422 | 123.44367 | 48 | 161.51279 | 143.43897 | 48 | 49.251114 | 43.58976 | 48 |
| pacific | samoa | ofu | samoa.ofu | 404.4 | 399.5 | 24 | 226.1 | 263.7 | 24 | 155.618167 | 307.80647 | 24 | 164.701835 | 246.74333 | 24 | 248.75328 | 178.16450 | 24 | 61.377281 | 51.72333 | 24 |
| pacific | samoa | tau | samoa.tau | 137.3 | 113.4 | 27 | 108.7 | 124.8 | 27 | 56.588424 | 94.16883 | 27 | 70.882487 | 119.21621 | 27 | 80.69090 | 68.72806 | 27 | 37.814304 | 35.04351 | 27 |
| pacific | samoa | tutuila | samoa.tutuila | 255.5 | 238.7 | 65 | 88.9 | 157.6 | 65 | 20.023596 | 67.42604 | 65 | 39.739667 | 137.87524 | 65 | 235.49490 | 221.72558 | 65 | 49.175739 | 51.36257 | 65 |
2.4 Environmental data
Table of summary statistics for loc2 sites| basin | loc1 | loc2 | loc1.2 | loc3 | lat | lon | maxDate | minDate | n | maxTemperature | minTemperature | meanTemperature | maxSalinity | minSalinity | meanSalinity | maxPAR | minPAR | meanPAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-south | 17.91047 | -66.23161 | 15/12/2021 | 15/01/2017 | 56 | 29.65833 | 26.15633 | 28.01349 | 38.78876 | 31.96724 | 36.29282 | 57.39200 | 35.30440 | 47.86539 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-southwest | 17.95355 | -67.05065 | 15/12/2021 | 15/01/2015 | 78 | 29.80867 | 26.35633 | 28.09554 | 39.33810 | 27.49867 | 34.94246 | 57.05850 | 32.27050 | 47.19786 |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | puertoRico-west | 18.34435 | -67.26923 | 15/12/2021 | 15/01/2017 | 56 | 29.59900 | 26.23800 | 28.06245 | 38.73786 | 34.73122 | 36.77095 | 52.86000 | 30.96850 | 42.38671 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-east | 17.82805 | -64.46711 | 15/12/2021 | 15/01/2016 | 79 | 29.55867 | 26.08933 | 27.82354 | 37.19409 | 33.60120 | 35.75669 | 58.27150 | 33.80350 | 47.32692 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-north | 17.78532 | -64.75953 | 15/12/2021 | 15/01/2014 | 103 | 29.57033 | 26.09100 | 27.77689 | 37.19809 | 33.62944 | 35.81677 | 57.24733 | 31.98333 | 46.47610 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-south | 17.70121 | -64.64793 | 15/12/2021 | 15/01/2016 | 79 | 29.57200 | 26.11067 | 27.82726 | 37.35077 | 33.66517 | 35.76936 | 57.98533 | 32.46400 | 47.37468 |
| atlantic | caribbean | saintCroix | caribbean.saintCroix | saintCroix-west | 17.73380 | -64.89639 | 15/12/2021 | 15/01/2016 | 79 | 29.58533 | 26.13267 | 27.84178 | 37.31226 | 33.67678 | 35.76740 | 55.44600 | 29.53467 | 44.07132 |
| atlantic | florida | keys | florida.keys | keys-lko | 24.52202 | -81.57709 | 15/12/2021 | 15/01/2016 | 79 | 30.65767 | 22.74900 | 27.09566 | 37.86179 | 34.52498 | 36.53836 | 59.42500 | 23.06700 | 44.24081 |
| atlantic | florida | keys | florida.keys | keys-lko | 24.55326 | -81.43753 | 15/12/2021 | 15/01/2016 | 79 | 30.73567 | 22.71400 | 27.09538 | 38.09564 | 34.95231 | 36.68801 | 58.84217 | 21.98483 | 44.34031 |
| atlantic | florida | keys | florida.keys | keys-mki | 24.68554 | -81.04336 | 15/12/2021 | 15/01/2016 | 79 | 30.69467 | 22.67633 | 27.09894 | 38.55490 | 34.55724 | 36.79383 | 58.75733 | 22.80667 | 44.25287 |
| atlantic | florida | keys | florida.keys | keys-mki | 24.68988 | -81.02940 | 15/12/2021 | 15/01/2016 | 79 | 30.69467 | 22.67633 | 27.09894 | 38.55490 | 34.55724 | 36.79383 | 58.75733 | 22.80667 | 44.25287 |
| atlantic | florida | keys | florida.keys | keys-mko | 24.63127 | -81.09255 | 15/12/2021 | 15/01/2016 | 79 | 30.57033 | 22.91033 | 27.13954 | 38.55490 | 34.55724 | 36.79383 | 58.95467 | 22.93533 | 44.27389 |
| atlantic | florida | keys | florida.keys | keys-mko | 24.63388 | -81.08344 | 15/12/2021 | 15/01/2016 | 79 | 30.57033 | 22.91033 | 27.13954 | 38.55490 | 34.55724 | 36.79383 | 58.95467 | 22.93533 | 44.27389 |
| atlantic | florida | keys | florida.keys | keys-uki | 24.89742 | -80.61573 | 15/12/2021 | 15/01/2013 | 113 | 30.66667 | 23.17900 | 27.14902 | 38.88633 | 34.30801 | 36.97306 | 58.46350 | 22.62400 | 43.25230 |
| atlantic | florida | keys | florida.keys | keys-uki | 24.95375 | -80.54806 | 15/12/2021 | 15/01/2016 | 78 | 30.62300 | 23.15067 | 27.19368 | 38.70824 | 34.30801 | 36.99134 | 58.46350 | 22.62400 | 44.02179 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.88266 | -80.56088 | 15/12/2021 | 15/01/2016 | 78 | 30.44667 | 23.39467 | 27.23236 | 38.70824 | 34.30801 | 36.99134 | 58.36247 | 22.54112 | 44.04670 |
| atlantic | florida | keys | florida.keys | keys-uko | 24.90250 | -80.53104 | 15/12/2021 | 15/01/2016 | 78 | 30.46833 | 23.37133 | 27.22422 | 38.70824 | 34.30801 | 36.99134 | 58.25088 | 22.37050 | 44.03965 |
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | flowerGardenBanks-east | 27.90740 | -93.59925 | 15/12/2021 | 15/01/2015 | 90 | 30.71700 | 20.37733 | 25.54828 | 37.46044 | 30.19611 | 34.89411 | 60.33400 | 17.77200 | 39.22562 |
| pacific | marianas | guam | marianas.guam | guam-east | 13.47516 | 144.86485 | 15/12/2021 | 15/01/2014 | 103 | 30.22367 | 27.12567 | 28.86750 | 35.03508 | 32.39564 | 33.72445 | 56.67400 | 34.13600 | 44.33913 |
| pacific | marianas | guam | marianas.guam | guam-north | 13.60330 | 144.92365 | 15/12/2021 | 15/01/2014 | 102 | 30.24267 | 27.11733 | 28.85499 | 34.72307 | 32.18224 | 33.67773 | 55.17700 | 33.53600 | 44.42393 |
| pacific | marianas | guam | marianas.guam | guam-south | 13.24126 | 144.70442 | 15/12/2021 | 15/01/2014 | 103 | 30.25300 | 27.14067 | 28.91133 | 35.11860 | 33.15658 | 34.03647 | 56.58000 | 33.95467 | 44.66653 |
| pacific | marianas | guam | marianas.guam | guam-west | 13.52894 | 144.80037 | 15/12/2021 | 15/01/2014 | 102 | 30.21900 | 27.13467 | 28.84329 | 34.72307 | 32.18224 | 33.67773 | 55.53400 | 32.96700 | 43.42567 |
| pacific | marianas | maug | marianas.maug | maug-east | 20.02033 | 145.23972 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.07350 | 28.48100 | 45.11780 |
| pacific | marianas | maug | marianas.maug | maug-north | 20.03570 | 145.22467 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.07350 | 28.48100 | 45.11780 |
| pacific | marianas | maug | marianas.maug | maug-south | 20.01398 | 145.22746 | 15/12/2021 | 15/01/2017 | 66 | 30.35500 | 25.64900 | 28.39455 | 36.06712 | 33.62441 | 34.47699 | 59.07350 | 30.70975 | 45.17994 |
| pacific | marianas | maug | marianas.maug | maug-west | 20.01312 | 145.20806 | 15/12/2021 | 15/01/2014 | 99 | 30.87433 | 25.11633 | 28.31862 | 36.06712 | 33.62441 | 34.55486 | 59.44800 | 28.38800 | 44.80622 |
| pacific | marianas | pagan | marianas.pagan | pagan-east | 18.09612 | 145.76486 | 15/12/2021 | 15/01/2014 | 103 | 30.60000 | 26.21467 | 28.61807 | 36.18639 | 33.33631 | 34.35146 | 57.28067 | 26.93133 | 44.01817 |
| pacific | marianas | pagan | marianas.pagan | pagan-north | 18.16784 | 145.79495 | 15/12/2021 | 15/01/2014 | 103 | 30.63233 | 26.12533 | 28.60394 | 36.18639 | 33.33631 | 34.35146 | 58.72200 | 27.96800 | 44.47614 |
| pacific | marianas | pagan | marianas.pagan | pagan-south | 18.04564 | 145.70623 | 15/12/2021 | 15/01/2014 | 103 | 30.58700 | 26.26533 | 28.63017 | 35.17295 | 33.46750 | 34.36366 | 57.09600 | 25.62000 | 43.41293 |
| pacific | marianas | pagan | marianas.pagan | pagan-west | 18.12014 | 145.75466 | 15/12/2021 | 15/01/2014 | 103 | 30.61733 | 26.17025 | 28.61298 | 36.18639 | 33.33631 | 34.35146 | 57.28067 | 26.93133 | 44.01817 |
| pacific | marianas | saipan | marianas.saipan | saipan-east | 15.25866 | 145.81569 | 15/12/2021 | 15/01/2014 | 103 | 30.34400 | 26.92233 | 28.77355 | 35.01051 | 33.21275 | 34.19024 | 56.97400 | 33.92880 | 45.52164 |
| pacific | marianas | saipan | marianas.saipan | saipan-northwest | 15.25719 | 145.76675 | 15/12/2021 | 15/01/2017 | 67 | 30.32133 | 26.98633 | 28.78051 | 34.88993 | 33.55919 | 34.17502 | 57.15450 | 35.51120 | 46.39015 |
| pacific | marianas | saipan | marianas.saipan | saipan-south | 15.09785 | 145.74337 | 15/12/2021 | 15/01/2014 | 103 | 30.29200 | 26.95933 | 28.75117 | 35.18739 | 33.44971 | 34.24299 | 56.57467 | 33.89000 | 45.42712 |
| pacific | marianas | saipan | marianas.saipan | saipan-west | 15.15645 | 145.68970 | 15/12/2021 | 15/01/2014 | 103 | 30.25700 | 26.94067 | 28.73052 | 35.18739 | 33.44971 | 34.24299 | 56.26156 | 33.28067 | 44.44965 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.24913 | -155.89095 | 15/12/2019 | 15/01/2013 | 75 | 28.46767 | 23.92000 | 25.96344 | 35.42809 | 29.36302 | 32.64477 | 58.32083 | 30.97600 | 45.80875 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-north | 20.26828 | -155.86040 | 15/12/2019 | 15/01/2013 | 75 | 28.45833 | 23.89167 | 25.94135 | 35.42809 | 29.36302 | 32.64477 | 57.76133 | 31.15067 | 45.30707 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | hawaii-west | 19.24432 | -155.90024 | 15/12/2019 | 15/01/2013 | 84 | 28.67000 | 24.29700 | 26.29705 | 36.24085 | 32.19949 | 34.13069 | 52.25800 | 24.06533 | 38.86551 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.45862 | -157.79865 | 15/12/2019 | 15/03/2017 | 23 | 27.64767 | 23.18400 | 25.87559 | 36.89705 | 32.20330 | 34.23041 | 56.79250 | 29.30550 | 44.12433 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-east | 21.47972 | -157.78294 | 15/12/2019 | 15/01/2013 | 59 | 28.03000 | 23.18400 | 25.60160 | 38.34129 | 31.58331 | 34.44019 | 57.24200 | 25.77600 | 44.75641 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-south | 21.28838 | -157.86542 | 15/12/2019 | 15/01/2013 | 59 | 28.45067 | 23.39867 | 25.96151 | 38.34129 | 31.58331 | 34.44019 | 57.53000 | 29.07900 | 47.73870 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | oahu-west | 21.53412 | -158.23441 | 15/12/2019 | 15/02/2016 | 32 | 27.82478 | 23.32622 | 26.11857 | 38.34129 | 32.20330 | 34.36669 | 53.90900 | 29.10900 | 44.58166 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | pearlHermes-south | 27.78237 | -175.88195 | 15/12/2019 | 15/01/2013 | 84 | 28.90100 | 19.49433 | 23.95309 | 36.01855 | 33.78317 | 35.14682 | 58.76400 | 20.76200 | 40.64833 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-east | 5.86379 | -162.03062 | 15/12/2018 | 15/01/2015 | 48 | 29.75500 | 27.55433 | 28.68729 | 34.70937 | 32.92673 | 34.06319 | 49.90200 | 30.56344 | 41.13499 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-north | 5.89733 | -162.07817 | 15/12/2018 | 15/01/2015 | 48 | 29.74767 | 27.55933 | 28.68787 | 34.70937 | 32.92673 | 34.06319 | 50.94200 | 31.46800 | 41.24415 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | palmyra-west | 5.88322 | -162.13322 | 15/12/2018 | 15/01/2015 | 48 | 29.74200 | 27.56533 | 28.68966 | 34.70937 | 32.92673 | 34.06319 | 51.85600 | 32.12720 | 41.10372 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-east | 19.30616 | 166.65108 | 15/12/2017 | 15/01/2014 | 48 | 30.02033 | 25.64500 | 27.92985 | 35.48462 | 34.10323 | 34.84642 | 55.91600 | 32.13300 | 44.56893 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-north | 19.31602 | 166.62721 | 15/12/2017 | 15/01/2014 | 48 | 30.02133 | 25.64933 | 27.93038 | 35.48462 | 34.10323 | 34.84642 | 55.91600 | 32.13300 | 44.56893 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-south | 19.28065 | 166.62778 | 15/12/2017 | 15/01/2014 | 48 | 30.02833 | 25.65700 | 27.93778 | 35.48462 | 34.10323 | 34.84642 | 56.28429 | 32.83957 | 44.73363 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | wake-west | 19.31625 | 166.59824 | 15/12/2017 | 15/01/2014 | 48 | 30.02200 | 25.65300 | 27.93274 | 35.48462 | 34.10323 | 34.84642 | 55.63979 | 31.74757 | 44.41450 |
| pacific | samoa | ofu | samoa.ofu | ofu-north | -14.15785 | -169.67442 | 15/12/2018 | 15/01/2015 | 48 | 30.19200 | 27.36300 | 28.91258 | 36.22795 | 29.94075 | 34.16768 | 52.69440 | 24.90720 | 42.12891 |
| pacific | samoa | ofu | samoa.ofu | ofu-south | -14.17330 | -169.64190 | 15/12/2018 | 15/01/2015 | 48 | 30.19100 | 27.36800 | 28.90807 | 36.22795 | 29.94075 | 34.16768 | 52.70600 | 25.77780 | 41.86850 |
| pacific | samoa | tau | samoa.tau | tau-north | -14.21240 | -169.44067 | 15/12/2018 | 15/01/2015 | 48 | 30.17567 | 27.31800 | 28.87915 | 36.51796 | 32.66103 | 34.27526 | 51.77400 | 24.87560 | 41.55035 |
| pacific | samoa | tau | samoa.tau | tau-west | -14.25755 | -169.50068 | 15/12/2018 | 15/01/2015 | 48 | 30.13267 | 27.26233 | 28.86830 | 36.68739 | 32.80734 | 34.63480 | 52.53400 | 24.76200 | 41.05929 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-east | -14.28521 | -170.56401 | 15/12/2017 | 15/01/2015 | 32 | 30.10800 | 27.10633 | 28.80980 | 39.24479 | 26.63661 | 34.18115 | 52.16050 | 29.25950 | 41.48897 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-north | -14.24479 | -170.65237 | 15/12/2017 | 15/01/2015 | 16 | 30.02167 | 27.61733 | 28.97715 | 37.08763 | 26.63661 | 31.46730 | 50.62200 | 29.85350 | 42.78166 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-south | -14.36351 | -170.76300 | 15/12/2017 | 15/01/2015 | 32 | 30.08467 | 26.99067 | 28.79176 | 39.11469 | 26.63661 | 33.62904 | 52.23450 | 28.80450 | 41.32216 |
| pacific | samoa | tutuila | samoa.tutuila | tutuila-west | -14.29464 | -170.81200 | 15/12/2017 | 15/01/2015 | 32 | 30.09233 | 27.06867 | 28.86902 | 39.11469 | 26.63661 | 33.62904 | 51.44610 | 28.54370 | 40.97039 |
2.5 Volume vs. Mass
Plot of deltaVolume_mm3cm2y vs. deltaMass_mgcm2y:
3 Spatial analysis of parrotfish data
3.1 General prevalence data
Combine bar stats and parrot community stats tables
3.1.1 Mean parrot biomass_kg_ha vs parrot density_ind_ha by point
3.1.2 Parrot biomass vs. density by loc2 and loc3
3.1.3 Boxplots of biomass and density at loc2 for community, scraper, and excavators
Note that these are based on individual point data
4 Spatial analysis of environmental data
4.1 Types of data
| Category | Column | # Values (non-NA) | Sites w/ Data | Start | End | Frequency | Value Group |
|---|---|---|---|---|---|---|---|
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_05yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_10yr_01yr | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_all_before | 4,620 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,617 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,617 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,617 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,617 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4,613 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,612 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,612 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,612 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,607 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_06mo | 4,603 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,594 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_03mo | 4,592 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q05_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | q95_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 4,589 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 0 | 0/17 | insufficient | G1 | ||
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 0 | 0/17 | insufficient | G1 | ||
| Chlorophyll | mean_annual_range_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 0 | 0/17 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01dy | 0 | 0/17 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01mo | 0 | 0/17 | insufficient | G1 | ||
| Chlorophyll | sd_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01wk | 0 | 0/17 | insufficient | G1 | ||
| Geospatial | lat | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Geospatial | lon | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | basin | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc1 | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc1.2 | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc2 | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Other / Metadata | loc3 | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01dy | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01wk | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_03mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_03yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_05yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_06mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_10yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_all_before | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_03mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_03yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_05yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_06mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_10yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_all_before | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01dy | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01wk | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_03mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_03yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_05yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_06mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_10yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q05_PAR_NASA_VIIRS_monthly_all_before | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01dy | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01wk | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_03mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_03yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_05yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_06mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_10yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | q95_PAR_NASA_VIIRS_monthly_all_before | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_03mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_03yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_05yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_06mo | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_10yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_10yr_01yr | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_all_before | 4,412 | 16/17 | 2013-01-15 | 2022-07-15 | monthly | G2 |
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01dy | 0 | 0/17 | insufficient | G1 | ||
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01mo | 0 | 0/17 | insufficient | G1 | ||
| PAR / Light | mean_annual_range_PAR_NASA_VIIRS_monthly_01wk | 0 | 0/17 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01dy | 0 | 0/17 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01mo | 0 | 0/17 | insufficient | G1 | ||
| PAR / Light | sd_PAR_NASA_VIIRS_monthly_01wk | 0 | 0/17 | insufficient | G1 | ||
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_all_before | 2,580 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,571 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,571 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,570 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,570 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr | 2,570 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_10yr_01yr | 2,570 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G2 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,398 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,391 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_05yr | 2,391 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,321 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,303 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03yr | 2,301 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,229 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,192 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,182 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01yr | 2,176 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,169 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,151 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_06mo | 2,143 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,065 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2,035 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q05_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | q95_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 2,018 | 9/17 | 2013-01-15 | 2022-12-15 | monthly | G1 |
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 0 | 0/17 | insufficient | G1 | ||
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 0 | 0/17 | insufficient | G1 | ||
| Phytoplankton | mean_annual_range_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 0 | 0/17 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01dy | 0 | 0/17 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01mo | 0 | 0/17 | insufficient | G1 | ||
| Phytoplankton | sd_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_01wk | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_all_before | 4,632 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr | 4,631 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,630 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_10yr_01yr | 4,630 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,630 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,626 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,618 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,618 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,618 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_05yr | 4,616 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,613 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03yr | 4,583 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,577 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,577 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,577 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,573 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,558 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,491 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01yr | 4,443 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,412 | 17/17 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,412 | 17/17 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4,412 | 17/17 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,387 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,384 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,331 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_06mo | 4,271 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,909 | 17/17 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,902 | 17/17 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,896 | 17/17 | 2013-01-15 | 2023-11-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q05_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | q95_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 3,730 | 17/17 | 2013-01-15 | 2023-10-15 | monthly | G2 |
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 3,530 | 17/17 | 2013-01-15 | 2023-08-15 | monthly | G2 |
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_annual_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_biweekly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/17 | insufficient | G1 | ||
| Salinity | mean_monthly_range_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/17 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01dy | 0 | 0/17 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01mo | 0 | 0/17 | insufficient | G1 | ||
| Salinity | sd_Sea_Surface_Salinity_MirasSMOS_3Day_01wk | 0 | 0/17 | insufficient | G1 | ||
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q05_Sea_Surface_Temperature_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | q95_Sea_Surface_Temperature_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Temperature | mean_annual_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/17 | insufficient | G1 | ||
| Temperature | mean_biweekly_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/17 | insufficient | G1 | ||
| Temperature | mean_monthly_range_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/17 | insufficient | G1 | ||
| Temperature | sd_Sea_Surface_Temperature_CRW_daily_01dy | 0 | 0/17 | insufficient | G1 | ||
| Temporal | date | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | YearsToLast_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | major_Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | maximum_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | mean_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,704 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G4 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_all_before | 4,567 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_10yr | 4,567 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_05yr | 4,555 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,508 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_03yr | 4,507 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_10yr | 4,444 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G3 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_all_before | 4,375 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 4,344 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_05yr | 4,330 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_03yr | 4,152 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_10yr | 4,076 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01yr | 3,961 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 3,782 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_05yr | 3,744 | 16/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_all_before | 3,682 | 15/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_06mo | 3,266 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_03yr | 3,183 | 16/17 | 2014-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr | 3,019 | 15/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_10yr_01yr | 2,596 | 14/17 | 2013-01-15 | 2023-12-15 | monthly | G2 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_03mo | 2,364 | 17/17 | 2013-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_05yr | 2,362 | 13/17 | 2014-07-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01yr | 1,754 | 16/17 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01mo | 1,730 | 17/17 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_03yr | 1,502 | 10/17 | 2014-07-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01wk | 1,493 | 17/17 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_Degree_Heating_Weeks_CRW_daily_01dy | 1,435 | 17/17 | 2013-08-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01yr | 1,238 | 17/17 | 2013-08-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_06mo | 1,093 | 16/17 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_03mo | 691 | 16/17 | 2014-01-15 | 2023-12-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01mo | 431 | 16/17 | 2014-07-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01wk | 366 | 16/17 | 2014-07-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | mean_durnal_major_Degree_Heating_Weeks_CRW_daily_01dy | 311 | 16/17 | 2014-07-15 | 2023-10-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01yr | 138 | 10/17 | 2014-07-15 | 2023-11-15 | monthly | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_06mo | 47 | 6/17 | 2014-06-15 | 2022-06-15 | irregular | G1 |
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01dy | 0 | 0/17 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01mo | 0 | 0/17 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_01wk | 0 | 0/17 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_Degree_Heating_Weeks_CRW_daily_03mo | 0 | 0/17 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01dy | 0 | 0/17 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01mo | 0 | 0/17 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_01wk | 0 | 0/17 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_03mo | 0 | 0/17 | insufficient | G1 | ||
| Thermal Stress | ci95_maximum_major_Degree_Heating_Weeks_CRW_daily_06mo | 0 | 0/17 | insufficient | G1 |
| Value Group | Non-NA Count Range | |
|---|---|---|
| G1 | 0.0–2,501.2 | |
| G2 | 2,501.2–4,412.0 | |
| G3 | 4,412.0–4,632.0 | |
| G4 | 4,632.0–4,704.0 | |
| G5 | 4,704.0–4,705.0 |
4.2 Parameters to focus on
Based on the above, we focus on the following: Temperature: mean_Sea_Surface_Temperature_CRW_daily_01dy Thermal Stress: Degree_Heating_Weeks_CRW_daily_01wk
| Category | Parameter | # Values | Sites (of total) | Start | End |
|---|---|---|---|---|---|
| Temperature | mean_Sea_Surface_Temperature_CRW_daily_01mo | 4704 | 17/17 | 2013-01-15 | 2023-12-15 |
| Salinity | mean_Sea_Surface_Salinity_MirasSMOS_3Day_03mo | 4412 | 17/17 | 2013-01-15 | 2023-11-15 |
| Chlorophyll | mean_Chlorophyll_A_ESA_OC_CCI_v6.0_monthly_01yr | 4620 | 16/17 | 2013-01-15 | 2023-12-15 |
| PAR / Light | mean_PAR_NASA_VIIRS_monthly_01dy | 4412 | 16/17 | 2013-01-15 | 2022-07-15 |
| Phytoplankton | mean_Median_Phytoplankton_Size_NOAA_PIFSC_monthly_03mo | 2169 | 9/17 | 2013-01-15 | 2022-12-15 |
| Geospatial | lat | 4704 | 17/17 | 2013-01-15 | 2023-12-15 |
| Geospatial | lon | 4704 | 17/17 | 2013-01-15 | 2023-12-15 |
| Metadata | basin | 4704 | 17/17 | 2013-01-15 | 2023-12-15 |
| Metadata | loc1 | 4704 | 17/17 | 2013-01-15 | 2023-12-15 |
| Metadata | loc1.2 | 4704 | 17/17 | 2013-01-15 | 2023-12-15 |
4.3 Environmental data stats
|
location
|
date coverage
|
SST
|
Salinity
|
Chlorophyll-a
|
PAR
|
Phytoplankton size
|
|||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| basin | loc1 | loc2 | loc1.2 | startDate | endDate | n_SST | mean_SST | sd_SST | se_SST | n_SSS | mean_SSS | sd_SSS | se_SSS | n_CHL | mean_CHL | sd_CHL | se_CHL | n_PAR | mean_PAR | sd_PAR | se_PAR | n_PHYTO | mean_PHYTO | sd_PHYTO | se_PHYTO |
| atlantic | caribbean | puertoRico | caribbean.puertoRico | 2015-01-15 | 2022-12-15 | 276 | 27.98635 | 1.0021423 | 0.0603219 | 190 | 35.87938 | 1.5274343 | 0.1108117 | 276 | 0.2939818 | 0.1255268 | 0.0075558 | 271 | 45.86696 | 6.762239 | 0.4107768 | 0 | |||
| atlantic | caribbean | saintCroix | caribbean.saintCroix | 2014-01-15 | 2022-12-15 | 360 | 27.86278 | 1.0055094 | 0.0529950 | 360 | 35.68132 | 0.8992621 | 0.0473953 | 360 | 0.1672140 | 0.0377613 | 0.0019902 | 340 | 46.32382 | 6.746828 | 0.3658981 | 0 | |||
| atlantic | florida | dryTortugas | florida.dryTortugas | 2015-01-15 | 2021-12-15 | 84 | 26.74598 | 2.6320760 | 0.2871830 | 84 | 36.00599 | 0.6300694 | 0.0687462 | 0 | 0 | 0 | |||||||||
| atlantic | florida | keys | florida.keys | 2013-01-15 | 2023-12-15 | 924 | 27.27324 | 2.3717033 | 0.0780233 | 915 | 36.76329 | 0.8112077 | 0.0268177 | 924 | 0.2287393 | 0.0321270 | 0.0010569 | 826 | 44.14643 | 9.765918 | 0.3397998 | 0 | |||
| atlantic | flowerGardenBanks | flowerGardenBanks | flowerGardenBanks.flowerGardenBanks | 2015-01-15 | 2022-12-15 | 96 | 25.71475 | 3.2534921 | 0.3320581 | 95 | 34.96236 | 1.4652931 | 0.1503359 | 96 | 0.2543008 | 0.0353510 | 0.0036080 | 91 | 39.41053 | 11.793893 | 1.2363360 | 0 | |||
| pacific | marianas | guam | marianas.guam | 2014-01-15 | 2022-12-15 | 432 | 28.90835 | 0.7827113 | 0.0376582 | 430 | 33.76275 | 0.5464061 | 0.0263500 | 432 | 0.0552559 | 0.0086824 | 0.0004177 | 412 | 44.22213 | 5.910617 | 0.2911952 | 324 | 0.9394456 | 0.0758588 | 0.0042144 |
| pacific | marianas | maug | marianas.maug | 2014-01-15 | 2022-12-15 | 396 | 28.36595 | 1.4315559 | 0.0719384 | 379 | 34.51032 | 0.5073542 | 0.0260610 | 396 | 0.0593293 | 0.0050413 | 0.0002533 | 376 | 44.76522 | 8.220151 | 0.4239219 | 396 | 0.9690120 | 0.0893924 | 0.0044921 |
| pacific | marianas | pagan | marianas.pagan | 2014-01-15 | 2022-12-15 | 432 | 28.66478 | 1.1579106 | 0.0557100 | 432 | 34.35408 | 0.4504119 | 0.0216705 | 432 | 0.0646411 | 0.0164810 | 0.0007929 | 412 | 43.98135 | 7.200212 | 0.3547290 | 411 | 0.9308673 | 0.0764679 | 0.0037719 |
| pacific | marianas | saipan | marianas.saipan | 2014-01-15 | 2022-12-15 | 396 | 28.80200 | 0.8831598 | 0.0443804 | 396 | 34.20247 | 0.3658608 | 0.0183852 | 396 | 0.0713085 | 0.0145905 | 0.0007332 | 376 | 45.35685 | 6.419172 | 0.3310435 | 323 | 1.3583190 | 0.4460578 | 0.0248193 |
| pacific | middleHawaiianIslands | hawaii | middleHawaiianIslands.hawaii | 2013-01-15 | 2019-12-15 | 252 | 26.06691 | 1.1263578 | 0.0709539 | 234 | 33.17818 | 1.3723052 | 0.0897104 | 252 | 0.0983016 | 0.0067546 | 0.0004255 | 252 | 42.88309 | 7.865416 | 0.4954746 | 84 | 1.2295639 | 0.0993023 | 0.0108348 |
| pacific | middleHawaiianIslands | oahu | middleHawaiianIslands.oahu | 2013-01-15 | 2019-12-15 | 252 | 25.70523 | 1.2537675 | 0.0789799 | 173 | 34.39870 | 1.3059469 | 0.0992893 | 252 | 0.1229885 | 0.0190210 | 0.0011982 | 252 | 43.40694 | 8.627460 | 0.5434789 | 216 | 1.6914481 | 0.4307741 | 0.0293105 |
| pacific | northwestHawaiianIslands | pearlHermes | northwestHawaiianIslands.pearlHermes | 2013-01-15 | 2019-12-15 | 84 | 23.95309 | 2.6147291 | 0.2852903 | 84 | 35.14682 | 0.3905892 | 0.0426168 | 84 | 0.0938650 | 0.0082375 | 0.0008988 | 84 | 40.64833 | 11.512870 | 1.2561571 | 84 | 2.7592708 | 0.2926859 | 0.0319347 |
| pacific | pacificRemoteIslandArea | palmyra | pacificRemoteIslandArea.palmyra | 2015-01-15 | 2018-12-15 | 144 | 28.68827 | 0.5872159 | 0.0489347 | 144 | 34.06319 | 0.4180630 | 0.0348386 | 144 | 0.1332477 | 0.0252595 | 0.0021050 | 144 | 41.16095 | 4.741580 | 0.3951316 | 139 | 1.6580869 | 0.2678883 | 0.0227220 |
| pacific | pacificRemoteIslandArea | wake | pacificRemoteIslandArea.wake | 2014-01-15 | 2017-12-15 | 192 | 27.93269 | 1.2854688 | 0.0927707 | 192 | 34.84642 | 0.3160059 | 0.0228058 | 192 | 0.0507453 | 0.0017270 | 0.0001246 | 192 | 44.57150 | 7.436761 | 0.5367020 | 192 | 1.0527659 | 0.2843405 | 0.0205205 |
| pacific | samoa | ofu | samoa.ofu | 2015-01-15 | 2018-12-15 | 96 | 28.91033 | 0.7202139 | 0.0735065 | 96 | 34.16768 | 1.2659702 | 0.1292075 | 96 | 0.0669868 | 0.0071115 | 0.0007258 | 96 | 41.99870 | 6.639070 | 0.6775972 | 0 | |||
| pacific | samoa | tau | samoa.tau | 2015-01-15 | 2018-12-15 | 96 | 28.87373 | 0.7372825 | 0.0752486 | 96 | 34.45503 | 0.8047850 | 0.0821380 | 96 | 0.0713949 | 0.0098823 | 0.0010086 | 96 | 41.30482 | 6.597556 | 0.6733603 | 0 | |||
| pacific | samoa | tutuila | samoa.tutuila | 2015-01-15 | 2018-12-15 | 192 | 28.86557 | 0.7668384 | 0.0553418 | 112 | 33.47796 | 2.9346935 | 0.2773025 | 192 | 0.1038933 | 0.0136465 | 0.0009849 | 192 | 41.38357 | 6.316282 | 0.4558384 | 0 | |||
4.4 Environmental data by site
4.4.1 Boxplots
4.4.2 Time series
5 Spatial analysis of BAR data
5.1 Statistical model of BAR data by loc2 in loc1
5.1.1 ANOVA for deltaMass_mgcm2y
5.1.1.1 ANOVA table for deltaMass_mgcm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 198997.77 | 28428.253 | 16.0186 | <0.0001 |
| loc1:loc2 | 10 | 53056.44 | 5305.644 | 2.9896 | 0.0011 |
| Residuals | 478 | 848308.49 | 1774.704 |
5.1.1.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -12.9997 | 7.6445 | 478 | -1.7005 | 0.687 |
| caribbean - flowerGardenBanks | 55.7558 | 14.4340 | 478 | 3.8628 | 0.0032 |
| caribbean - marianas | 6.1331 | 6.8783 | 478 | 0.8917 | 0.9867 |
| caribbean - middleHawaiianIslands | -0.6008 | 8.3104 | 478 | -0.0723 | 1 |
| caribbean - northwestHawaiianIslands | -11.9273 | 11.3783 | 478 | -1.0482 | 0.9667 |
| caribbean - pacificRemoteIslandArea | 41.8299 | 10.7264 | 478 | 3.8997 | 0.0028 |
| caribbean - samoa | -39.5483 | 9.8787 | 478 | -4.0034 | 0.0018 |
| florida - flowerGardenBanks | 68.7556 | 14.3191 | 478 | 4.8017 | <0.0001 |
| florida - marianas | 19.1328 | 6.6338 | 478 | 2.8841 | 0.0781 |
| florida - middleHawaiianIslands | 12.3989 | 8.1092 | 478 | 1.5290 | 0.7915 |
| florida - northwestHawaiianIslands | 1.0724 | 11.2322 | 478 | 0.0955 | 1 |
| florida - pacificRemoteIslandArea | 54.8297 | 10.5713 | 478 | 5.1867 | <0.0001 |
| florida - samoa | -26.5486 | 9.7101 | 478 | -2.7341 | 0.115 |
| flowerGardenBanks - marianas | -49.6228 | 13.9252 | 478 | -3.5635 | 0.0095 |
| flowerGardenBanks - middleHawaiianIslands | -56.3566 | 14.6854 | 478 | -3.8376 | 0.0035 |
| flowerGardenBanks - northwestHawaiianIslands | -67.6831 | 16.6152 | 478 | -4.0736 | 0.0014 |
| flowerGardenBanks - pacificRemoteIslandArea | -13.9259 | 16.1758 | 478 | -0.8609 | 0.9892 |
| flowerGardenBanks - samoa | -95.3042 | 15.6265 | 478 | -6.0989 | <0.0001 |
| marianas - middleHawaiianIslands | -6.7339 | 7.3914 | 478 | -0.9110 | 0.985 |
| marianas - northwestHawaiianIslands | -18.0604 | 10.7254 | 478 | -1.6839 | 0.6978 |
| marianas - pacificRemoteIslandArea | 35.6969 | 10.0312 | 478 | 3.5586 | 0.0097 |
| marianas - samoa | -45.6814 | 9.1191 | 478 | -5.0094 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -11.3265 | 11.6956 | 478 | -0.9684 | 0.9786 |
| middleHawaiianIslands - pacificRemoteIslandArea | 42.4307 | 11.0624 | 478 | 3.8356 | 0.0035 |
| middleHawaiianIslands - samoa | -38.9475 | 10.2426 | 478 | -3.8025 | 0.004 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 53.7572 | 13.5196 | 478 | 3.9762 | 0.0021 |
| northwestHawaiianIslands - samoa | -27.6210 | 12.8574 | 478 | -2.1483 | 0.3855 |
| pacificRemoteIslandArea - samoa | -81.3783 | 12.2843 | 478 | -6.6246 | <0.0001 |
5.1.1.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -14.7389 | 11.1124 | 478 | -1.3264 | 0.1854 |
| florida | dryTortugas - keys | -26.5725 | 10.5010 | 478 | -2.5305 | 0.0117 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 3.3600 | 11.3417 | 478 | 0.2963 | 0.9910 |
| marianas | guam - pagan | -13.9734 | 11.7438 | 478 | -1.1899 | 0.6336 |
| marianas | guam - saipan | 33.3384 | 12.5630 | 478 | 2.6537 | 0.0409 |
| marianas | maug - pagan | -17.3334 | 10.2574 | 478 | -1.6899 | 0.3301 |
| marianas | maug - saipan | 29.9784 | 11.1860 | 478 | 2.6800 | 0.0380 |
| marianas | pagan - saipan | 47.3118 | 11.5935 | 478 | 4.0809 | 0.0003 |
| middleHawaiianIslands | hawaii - oahu | -5.9118 | 12.3599 | 478 | -0.4783 | 0.6327 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -7.9924 | 24.9228 | 478 | -0.3207 | 0.9449 |
| pacificRemoteIslandArea | jarvis - wake | 6.5012 | 24.0872 | 478 | 0.2699 | 0.9606 |
| pacificRemoteIslandArea | palmyra - wake | 14.4936 | 17.7197 | 478 | 0.8179 | 0.6921 |
| samoa | ofu - tau | -40.7124 | 22.5180 | 478 | -1.8080 | 0.1680 |
| samoa | ofu - tutuila | -9.2327 | 18.6262 | 478 | -0.4957 | 0.8734 |
| samoa | tau - tutuila | 31.4797 | 18.6262 | 478 | 1.6901 | 0.2100 |
5.1.2 ANOVA for deltaVolume_mm3cm2y
5.1.2.1 ANOVA table for deltaVolume_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 82011.48 | 11715.925 | 11.4977 | <0.0001 |
| loc1:loc2 | 10 | 28902.53 | 2890.253 | 2.8364 | 0.002 |
| Residuals | 478 | 487073.29 | 1018.982 |
5.1.2.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -4.7722 | 5.7926 | 478 | -0.8238 | 0.9917 |
| caribbean - flowerGardenBanks | 40.1066 | 10.9373 | 478 | 3.6670 | 0.0066 |
| caribbean - marianas | 6.2399 | 5.2120 | 478 | 1.1972 | 0.9326 |
| caribbean - middleHawaiianIslands | -2.7683 | 6.2971 | 478 | -0.4396 | 0.9999 |
| caribbean - northwestHawaiianIslands | -11.8559 | 8.6218 | 478 | -1.3751 | 0.8683 |
| caribbean - pacificRemoteIslandArea | 23.1432 | 8.1278 | 478 | 2.8474 | 0.0861 |
| caribbean - samoa | -33.8354 | 7.4855 | 478 | -4.5201 | 2e-04 |
| florida - flowerGardenBanks | 44.8787 | 10.8502 | 478 | 4.1362 | 0.0011 |
| florida - marianas | 11.0121 | 5.0267 | 478 | 2.1907 | 0.3592 |
| florida - middleHawaiianIslands | 2.0039 | 6.1447 | 478 | 0.3261 | 1 |
| florida - northwestHawaiianIslands | -7.0837 | 8.5111 | 478 | -0.8323 | 0.9912 |
| florida - pacificRemoteIslandArea | 27.9153 | 8.0103 | 478 | 3.4849 | 0.0125 |
| florida - samoa | -29.0633 | 7.3577 | 478 | -3.9500 | 0.0023 |
| flowerGardenBanks - marianas | -33.8667 | 10.5517 | 478 | -3.2096 | 0.0305 |
| flowerGardenBanks - middleHawaiianIslands | -42.8749 | 11.1277 | 478 | -3.8530 | 0.0033 |
| flowerGardenBanks - northwestHawaiianIslands | -51.9624 | 12.5900 | 478 | -4.1273 | 0.0011 |
| flowerGardenBanks - pacificRemoteIslandArea | -16.9634 | 12.2570 | 478 | -1.3840 | 0.8644 |
| flowerGardenBanks - samoa | -73.9420 | 11.8409 | 478 | -6.2447 | <0.0001 |
| marianas - middleHawaiianIslands | -9.0082 | 5.6007 | 478 | -1.6084 | 0.7452 |
| marianas - northwestHawaiianIslands | -18.0958 | 8.1271 | 478 | -2.2266 | 0.3376 |
| marianas - pacificRemoteIslandArea | 16.9033 | 7.6010 | 478 | 2.2238 | 0.3393 |
| marianas - samoa | -40.0753 | 6.9099 | 478 | -5.7997 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -9.0876 | 8.8622 | 478 | -1.0254 | 0.9705 |
| middleHawaiianIslands - pacificRemoteIslandArea | 25.9115 | 8.3824 | 478 | 3.0912 | 0.0436 |
| middleHawaiianIslands - samoa | -31.0671 | 7.7612 | 478 | -4.0029 | 0.0018 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 34.9990 | 10.2443 | 478 | 3.4164 | 0.0157 |
| northwestHawaiianIslands - samoa | -21.9796 | 9.7426 | 478 | -2.2560 | 0.3205 |
| pacificRemoteIslandArea - samoa | -56.9786 | 9.3083 | 478 | -6.1213 | <0.0001 |
5.1.2.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -4.2508 | 8.4203 | 478 | -0.5048 | 0.6139 |
| florida | dryTortugas - keys | -16.0345 | 7.9570 | 478 | -2.0151 | 0.0444 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 6.6506 | 8.5940 | 478 | 0.7739 | 0.8663 |
| marianas | guam - pagan | -9.5775 | 8.8987 | 478 | -1.0763 | 0.7042 |
| marianas | guam - saipan | 27.4881 | 9.5195 | 478 | 2.8876 | 0.0211 |
| marianas | maug - pagan | -16.2281 | 7.7724 | 478 | -2.0879 | 0.1585 |
| marianas | maug - saipan | 20.8376 | 8.4761 | 478 | 2.4584 | 0.0679 |
| marianas | pagan - saipan | 37.0656 | 8.7849 | 478 | 4.2193 | 0.0002 |
| middleHawaiianIslands | hawaii - oahu | -4.5239 | 9.3656 | 478 | -0.4830 | 0.6293 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -2.1384 | 18.8850 | 478 | -0.1132 | 0.9930 |
| pacificRemoteIslandArea | jarvis - wake | 3.4246 | 18.2518 | 478 | 0.1876 | 0.9808 |
| pacificRemoteIslandArea | palmyra - wake | 5.5630 | 13.4269 | 478 | 0.4143 | 0.9097 |
| samoa | ofu - tau | -29.9103 | 17.0628 | 478 | -1.7530 | 0.1868 |
| samoa | ofu - tutuila | 1.1479 | 14.1138 | 478 | 0.0813 | 0.9964 |
| samoa | tau - tutuila | 31.0581 | 14.1138 | 478 | 2.2006 | 0.0721 |
5.1.3 ANOVA for deltaDensity_mgcm3cm2y
5.1.3.1 ANOVA table for deltaDensity_mgcm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 101.0219 | 14.4317 | 18.8500 | <0.0001 |
| loc1:loc2 | 9 | 22.1674 | 2.4630 | 3.2171 | 9e-04 |
| Residuals | 416 | 318.4920 | 0.7656 |
5.1.3.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | 0.0394 | 0.1597 | 416 | 0.2468 | 1 |
| caribbean - flowerGardenBanks | -0.5994 | 0.3003 | 416 | -1.9960 | 0.4858 |
| caribbean - marianas | -0.2341 | 0.1595 | 416 | -1.4675 | 0.8243 |
| caribbean - middleHawaiianIslands | -0.1092 | 0.1752 | 416 | -0.6233 | 0.9986 |
| caribbean - northwestHawaiianIslands | 0.0494 | 0.2370 | 416 | 0.2084 | 1 |
| caribbean - pacificRemoteIslandArea | 0.8575 | 0.2839 | 416 | 3.0202 | 0.0539 |
| caribbean - samoa | 1.4033 | 0.2059 | 416 | 6.8148 | <0.0001 |
| florida - flowerGardenBanks | -0.6388 | 0.2974 | 416 | -2.1479 | 0.386 |
| florida - marianas | -0.2735 | 0.1540 | 416 | -1.7759 | 0.6368 |
| florida - middleHawaiianIslands | -0.1487 | 0.1702 | 416 | -0.8732 | 0.9883 |
| florida - northwestHawaiianIslands | 0.0100 | 0.2333 | 416 | 0.0427 | 1 |
| florida - pacificRemoteIslandArea | 0.8181 | 0.2809 | 416 | 2.9126 | 0.0726 |
| florida - samoa | 1.3638 | 0.2017 | 416 | 6.7623 | <0.0001 |
| flowerGardenBanks - marianas | 0.3653 | 0.2973 | 416 | 1.2286 | 0.9231 |
| flowerGardenBanks - middleHawaiianIslands | 0.4901 | 0.3060 | 416 | 1.6017 | 0.7492 |
| flowerGardenBanks - northwestHawaiianIslands | 0.6488 | 0.3451 | 416 | 1.8800 | 0.5655 |
| flowerGardenBanks - pacificRemoteIslandArea | 1.4569 | 0.3789 | 416 | 3.8452 | 0.0035 |
| flowerGardenBanks - samoa | 2.0026 | 0.3246 | 416 | 6.1702 | <0.0001 |
| marianas - middleHawaiianIslands | 0.1249 | 0.1701 | 416 | 0.7343 | 0.9959 |
| marianas - northwestHawaiianIslands | 0.2835 | 0.2332 | 416 | 1.2159 | 0.927 |
| marianas - pacificRemoteIslandArea | 1.0916 | 0.2808 | 416 | 3.8881 | 0.0029 |
| marianas - samoa | 1.6374 | 0.2015 | 416 | 8.1247 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | 0.1586 | 0.2442 | 416 | 0.6496 | 0.9981 |
| middleHawaiianIslands - pacificRemoteIslandArea | 0.9667 | 0.2900 | 416 | 3.3339 | 0.0208 |
| middleHawaiianIslands - samoa | 1.5125 | 0.2142 | 416 | 7.0619 | <0.0001 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 0.8081 | 0.3309 | 416 | 2.4418 | 0.2242 |
| northwestHawaiianIslands - samoa | 1.3539 | 0.2671 | 416 | 5.0697 | <0.0001 |
| pacificRemoteIslandArea - samoa | 0.5458 | 0.3095 | 416 | 1.7636 | 0.6451 |
5.1.3.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | 0.1187 | 0.2334 | 416 | 0.5084 | 0.6115 |
| florida | dryTortugas - keys | -0.9071 | 0.2181 | 416 | -4.1591 | <0.0001 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 0.3557 | 0.2837 | 416 | 1.2538 | 0.5929 |
| marianas | guam - pagan | 0.3436 | 0.3100 | 416 | 1.1084 | 0.6846 |
| marianas | guam - saipan | -0.2660 | 0.3389 | 416 | -0.7850 | 0.8612 |
| marianas | maug - pagan | -0.0122 | 0.2729 | 416 | -0.0445 | 1 |
| marianas | maug - saipan | -0.6218 | 0.3054 | 416 | -2.0361 | 0.1764 |
| marianas | pagan - saipan | -0.6096 | 0.3299 | 416 | -1.8478 | 0.2525 |
| middleHawaiianIslands | hawaii - oahu | 0.0970 | 0.2615 | 416 | 0.3709 | 0.7109 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -0.9461 | 0.5177 | 416 | -1.8276 | 0.0683 |
| samoa | ofu - tau | -0.5769 | 0.4677 | 416 | -1.2335 | 0.4341 |
| samoa | ofu - tutuila | 0.0215 | 0.3869 | 416 | 0.0555 | 0.9983 |
| samoa | tau - tutuila | 0.5984 | 0.3869 | 416 | 1.5468 | 0.2702 |
5.1.4 ANOVA for macroboring_mm3cm2y
5.1.4.1 ANOVA table for macroboring_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 850.2168 | 121.4595 | 8.0753 | <0.0001 |
| loc1:loc2 | 10 | 540.4962 | 54.0496 | 3.5935 | 1e-04 |
| Residuals | 478 | 7189.5339 | 15.0409 |
5.1.4.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -0.5851 | 0.7038 | 478 | -0.8313 | 0.9913 |
| caribbean - flowerGardenBanks | -4.4866 | 1.3288 | 478 | -3.3764 | 0.0179 |
| caribbean - marianas | -3.8206 | 0.6332 | 478 | -6.0335 | <0.0001 |
| caribbean - middleHawaiianIslands | -0.5732 | 0.7651 | 478 | -0.7492 | 0.9954 |
| caribbean - northwestHawaiianIslands | -4.5539 | 1.0475 | 478 | -4.3474 | 4e-04 |
| caribbean - pacificRemoteIslandArea | -4.2398 | 0.9875 | 478 | -4.2936 | 6e-04 |
| caribbean - samoa | -1.3865 | 0.9094 | 478 | -1.5245 | 0.794 |
| florida - flowerGardenBanks | -3.9015 | 1.3182 | 478 | -2.9597 | 0.0636 |
| florida - marianas | -3.2355 | 0.6107 | 478 | -5.2979 | <0.0001 |
| florida - middleHawaiianIslands | 0.0119 | 0.7465 | 478 | 0.0159 | 1 |
| florida - northwestHawaiianIslands | -3.9688 | 1.0340 | 478 | -3.8382 | 0.0035 |
| florida - pacificRemoteIslandArea | -3.6548 | 0.9732 | 478 | -3.7554 | 0.0048 |
| florida - samoa | -0.8014 | 0.8939 | 478 | -0.8965 | 0.9863 |
| flowerGardenBanks - marianas | 0.6660 | 1.2820 | 478 | 0.5195 | 0.9996 |
| flowerGardenBanks - middleHawaiianIslands | 3.9134 | 1.3519 | 478 | 2.8946 | 0.0759 |
| flowerGardenBanks - northwestHawaiianIslands | -0.0673 | 1.5296 | 478 | -0.0440 | 1 |
| flowerGardenBanks - pacificRemoteIslandArea | 0.2467 | 1.4891 | 478 | 0.1657 | 1 |
| flowerGardenBanks - samoa | 3.1001 | 1.4386 | 478 | 2.1549 | 0.3813 |
| marianas - middleHawaiianIslands | 3.2474 | 0.6805 | 478 | 4.7724 | <0.0001 |
| marianas - northwestHawaiianIslands | -0.7333 | 0.9874 | 478 | -0.7427 | 0.9956 |
| marianas - pacificRemoteIslandArea | -0.4193 | 0.9235 | 478 | -0.4540 | 0.9998 |
| marianas - samoa | 2.4341 | 0.8395 | 478 | 2.8994 | 0.0749 |
| middleHawaiianIslands - northwestHawaiianIslands | -3.9807 | 1.0767 | 478 | -3.6971 | 0.0059 |
| middleHawaiianIslands - pacificRemoteIslandArea | -3.6666 | 1.0184 | 478 | -3.6004 | 0.0084 |
| middleHawaiianIslands - samoa | -0.8133 | 0.9429 | 478 | -0.8625 | 0.9891 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 0.3141 | 1.2446 | 478 | 0.2523 | 1 |
| northwestHawaiianIslands - samoa | 3.1674 | 1.1837 | 478 | 2.6759 | 0.1325 |
| pacificRemoteIslandArea - samoa | 2.8534 | 1.1309 | 478 | 2.5231 | 0.1882 |
5.1.4.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -2.9318 | 1.0230 | 478 | -2.8658 | 0.0043 |
| florida | dryTortugas - keys | -3.8243 | 0.9667 | 478 | -3.9559 | <0.0001 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | -0.5371 | 1.0441 | 478 | -0.5144 | 0.9556 |
| marianas | guam - pagan | 1.3430 | 1.0811 | 478 | 1.2422 | 0.6003 |
| marianas | guam - saipan | -0.6089 | 1.1566 | 478 | -0.5265 | 0.9527 |
| marianas | maug - pagan | 1.8800 | 0.9443 | 478 | 1.9909 | 0.1928 |
| marianas | maug - saipan | -0.0718 | 1.0298 | 478 | -0.0697 | 0.9999 |
| marianas | pagan - saipan | -1.9519 | 1.0673 | 478 | -1.8288 | 0.261 |
| middleHawaiianIslands | hawaii - oahu | -2.1055 | 1.1379 | 478 | -1.8504 | 0.0649 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -1.5616 | 2.2944 | 478 | -0.6806 | 0.7749 |
| pacificRemoteIslandArea | jarvis - wake | -1.2516 | 2.2175 | 478 | -0.5644 | 0.8391 |
| pacificRemoteIslandArea | palmyra - wake | 0.3100 | 1.6313 | 478 | 0.1900 | 0.9803 |
| samoa | ofu - tau | -3.3117 | 2.0730 | 478 | -1.5975 | 0.2477 |
| samoa | ofu - tutuila | -2.7715 | 1.7147 | 478 | -1.6163 | 0.2397 |
| samoa | tau - tutuila | 0.5402 | 1.7147 | 478 | 0.3150 | 0.9468 |
5.1.5 ANOVA for accretion_mm3cm2y
5.1.5.1 ANOVA table for accretion_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 15233.10 | 2176.1569 | 10.4259 | <0.0001 |
| loc1:loc2 | 10 | 7490.59 | 749.0590 | 3.5887 | 1e-04 |
| Residuals | 478 | 99770.68 | 208.7253 |
5.1.5.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | -5.5845 | 2.6217 | 478 | -2.1301 | 0.397 |
| caribbean - flowerGardenBanks | 3.7754 | 4.9501 | 478 | 0.7627 | 0.9948 |
| caribbean - marianas | -4.7650 | 2.3589 | 478 | -2.0200 | 0.4694 |
| caribbean - middleHawaiianIslands | -4.2769 | 2.8500 | 478 | -1.5006 | 0.807 |
| caribbean - northwestHawaiianIslands | 4.3422 | 3.9021 | 478 | 1.1128 | 0.9539 |
| caribbean - pacificRemoteIslandArea | -1.3016 | 3.6786 | 478 | -0.3538 | 1 |
| caribbean - samoa | -21.2558 | 3.3879 | 478 | -6.2741 | <0.0001 |
| florida - flowerGardenBanks | 9.3599 | 4.9107 | 478 | 1.9060 | 0.5474 |
| florida - marianas | 0.8195 | 2.2750 | 478 | 0.3602 | 1 |
| florida - middleHawaiianIslands | 1.3076 | 2.7810 | 478 | 0.4702 | 0.9998 |
| florida - northwestHawaiianIslands | 9.9267 | 3.8520 | 478 | 2.5770 | 0.1669 |
| florida - pacificRemoteIslandArea | 4.2829 | 3.6254 | 478 | 1.1814 | 0.937 |
| florida - samoa | -15.6714 | 3.3300 | 478 | -4.7061 | <0.0001 |
| flowerGardenBanks - marianas | -8.5404 | 4.7756 | 478 | -1.7884 | 0.6283 |
| flowerGardenBanks - middleHawaiianIslands | -8.0522 | 5.0363 | 478 | -1.5988 | 0.751 |
| flowerGardenBanks - northwestHawaiianIslands | 0.5668 | 5.6981 | 478 | 0.0995 | 1 |
| flowerGardenBanks - pacificRemoteIslandArea | -5.0770 | 5.5474 | 478 | -0.9152 | 0.9846 |
| flowerGardenBanks - samoa | -25.0312 | 5.3590 | 478 | -4.6708 | 1e-04 |
| marianas - middleHawaiianIslands | 0.4882 | 2.5348 | 478 | 0.1926 | 1 |
| marianas - northwestHawaiianIslands | 9.1073 | 3.6782 | 478 | 2.4760 | 0.2083 |
| marianas - pacificRemoteIslandArea | 3.4634 | 3.4401 | 478 | 1.0068 | 0.9734 |
| marianas - samoa | -16.4908 | 3.1274 | 478 | -5.2731 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | 8.6191 | 4.0109 | 478 | 2.1489 | 0.3851 |
| middleHawaiianIslands - pacificRemoteIslandArea | 2.9752 | 3.7938 | 478 | 0.7842 | 0.9939 |
| middleHawaiianIslands - samoa | -16.9790 | 3.5126 | 478 | -4.8337 | <0.0001 |
| northwestHawaiianIslands - pacificRemoteIslandArea | -5.6439 | 4.6365 | 478 | -1.2173 | 0.9267 |
| northwestHawaiianIslands - samoa | -25.5981 | 4.4094 | 478 | -5.8054 | <0.0001 |
| pacificRemoteIslandArea - samoa | -19.9542 | 4.2128 | 478 | -4.7365 | <0.0001 |
5.1.5.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | -4.5723 | 3.8109 | 478 | -1.1998 | 0.2308 |
| florida | dryTortugas - keys | -13.1598 | 3.6013 | 478 | -3.6542 | 0.0003 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | 8.9755 | 3.8896 | 478 | 2.3076 | 0.0977 |
| marianas | guam - pagan | 4.6231 | 4.0275 | 478 | 1.1479 | 0.6600 |
| marianas | guam - saipan | 11.6677 | 4.3084 | 478 | 2.7081 | 0.0352 |
| marianas | maug - pagan | -4.3524 | 3.5177 | 478 | -1.2373 | 0.6034 |
| marianas | maug - saipan | 2.6922 | 3.8362 | 478 | 0.7018 | 0.8964 |
| marianas | pagan - saipan | 7.0446 | 3.9759 | 478 | 1.7718 | 0.2882 |
| middleHawaiianIslands | hawaii - oahu | -8.6701 | 4.2388 | 478 | -2.0454 | 0.0414 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | -9.2369 | 8.5472 | 478 | -1.0807 | 0.5265 |
| pacificRemoteIslandArea | jarvis - wake | -14.3546 | 8.2606 | 478 | -1.7377 | 0.1923 |
| pacificRemoteIslandArea | palmyra - wake | -5.1177 | 6.0769 | 478 | -0.8422 | 0.6770 |
| samoa | ofu - tau | -14.7624 | 7.7224 | 478 | -1.9116 | 0.1365 |
| samoa | ofu - tutuila | -1.9396 | 6.3878 | 478 | -0.3036 | 0.9505 |
| samoa | tau - tutuila | 12.8228 | 6.3878 | 478 | 2.0074 | 0.1115 |
5.1.6 ANOVA for grazing_mm3cm2y
5.1.6.1 ANOVA table for grazing_mm3cm2y
| term | df | sumsq | meansq | statistic | p.value |
|---|---|---|---|---|---|
| loc1 | 7 | 54608.74 | 7801.2492 | 14.6107 | <0.0001 |
| loc1:loc2 | 10 | 17115.53 | 1711.5532 | 3.2055 | 5e-04 |
| Residuals | 478 | 255223.65 | 533.9407 |
5.1.6.2 Tukey post hoc
for loc1 (regions)
| contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|
| caribbean - florida | 1.3974 | 4.1931 | 478 | 0.3333 | 1 |
| caribbean - flowerGardenBanks | 40.8177 | 7.9172 | 478 | 5.1556 | <0.0001 |
| caribbean - marianas | 14.8255 | 3.7728 | 478 | 3.9295 | 0.0025 |
| caribbean - middleHawaiianIslands | 2.0818 | 4.5583 | 478 | 0.4567 | 0.9998 |
| caribbean - northwestHawaiianIslands | -11.6442 | 6.2411 | 478 | -1.8657 | 0.5752 |
| caribbean - pacificRemoteIslandArea | 28.6846 | 5.8835 | 478 | 4.8754 | <0.0001 |
| caribbean - samoa | -11.1931 | 5.4186 | 478 | -2.0657 | 0.4389 |
| florida - flowerGardenBanks | 39.4204 | 7.8542 | 478 | 5.0190 | <0.0001 |
| florida - marianas | 13.4281 | 3.6387 | 478 | 3.6903 | 0.0061 |
| florida - middleHawaiianIslands | 0.6844 | 4.4480 | 478 | 0.1539 | 1 |
| florida - northwestHawaiianIslands | -13.0416 | 6.1610 | 478 | -2.1168 | 0.4055 |
| florida - pacificRemoteIslandArea | 27.2873 | 5.7984 | 478 | 4.7060 | <0.0001 |
| florida - samoa | -12.5905 | 5.3261 | 478 | -2.3639 | 0.2617 |
| flowerGardenBanks - marianas | -25.9922 | 7.6381 | 478 | -3.4030 | 0.0164 |
| flowerGardenBanks - middleHawaiianIslands | -38.7360 | 8.0551 | 478 | -4.8089 | <0.0001 |
| flowerGardenBanks - northwestHawaiianIslands | -52.4619 | 9.1136 | 478 | -5.7565 | <0.0001 |
| flowerGardenBanks - pacificRemoteIslandArea | -12.1331 | 8.8725 | 478 | -1.3675 | 0.8716 |
| flowerGardenBanks - samoa | -52.0108 | 8.5713 | 478 | -6.0680 | <0.0001 |
| marianas - middleHawaiianIslands | -12.7437 | 4.0542 | 478 | -3.1433 | 0.0374 |
| marianas - northwestHawaiianIslands | -26.4697 | 5.8830 | 478 | -4.4994 | 2e-04 |
| marianas - pacificRemoteIslandArea | 13.8591 | 5.5022 | 478 | 2.5188 | 0.19 |
| marianas - samoa | -26.0186 | 5.0019 | 478 | -5.2017 | <0.0001 |
| middleHawaiianIslands - northwestHawaiianIslands | -13.7260 | 6.4151 | 478 | -2.1396 | 0.3909 |
| middleHawaiianIslands - pacificRemoteIslandArea | 26.6029 | 6.0678 | 478 | 4.3843 | 4e-04 |
| middleHawaiianIslands - samoa | -13.2749 | 5.6181 | 478 | -2.3629 | 0.2623 |
| northwestHawaiianIslands - pacificRemoteIslandArea | 40.3288 | 7.4156 | 478 | 5.4384 | <0.0001 |
| northwestHawaiianIslands - samoa | 0.4511 | 7.0524 | 478 | 0.0640 | 1 |
| pacificRemoteIslandArea - samoa | -39.8777 | 6.7380 | 478 | -5.9183 | <0.0001 |
5.1.6.3 Tukey post hoc
(loc2 within each loc1)
| loc1 | contrast | estimate | SE | df | t.ratio | p.value |
|---|---|---|---|---|---|---|
| caribbean | puertoRico - saintCroix | 3.2532 | 6.0952 | 478 | 0.5337 | 0.5938 |
| florida | dryTortugas - keys | 0.9496 | 5.7599 | 478 | 0.1649 | 0.8691 |
| flowerGardenBanks | (nothing) | |||||
| marianas | guam - maug | -1.7879 | 6.2210 | 478 | -0.2874 | 0.9917 |
| marianas | guam - pagan | -15.5436 | 6.4416 | 478 | -2.4130 | 0.076 |
| marianas | guam - saipan | 16.4293 | 6.8909 | 478 | 2.3842 | 0.0815 |
| marianas | maug - pagan | -13.7557 | 5.6263 | 478 | -2.4449 | 0.0702 |
| marianas | maug - saipan | 18.2172 | 6.1356 | 478 | 2.9691 | 0.0165 |
| marianas | pagan - saipan | 31.9729 | 6.3591 | 478 | 5.0279 | <0.0001 |
| middleHawaiianIslands | hawaii - oahu | 6.2518 | 6.7795 | 478 | 0.9222 | 0.3569 |
| northwestHawaiianIslands | (nothing) | |||||
| pacificRemoteIslandArea | jarvis - palmyra | 8.6602 | 13.6704 | 478 | 0.6335 | 0.8017 |
| pacificRemoteIslandArea | jarvis - wake | 19.0309 | 13.2120 | 478 | 1.4404 | 0.321 |
| pacificRemoteIslandArea | palmyra - wake | 10.3707 | 9.7194 | 478 | 1.0670 | 0.5351 |
| samoa | ofu - tau | -11.8362 | 12.3513 | 478 | -0.9583 | 0.6036 |
| samoa | ofu - tutuila | 5.8590 | 10.2166 | 478 | 0.5735 | 0.8343 |
| samoa | tau - tutuila | 17.6951 | 10.2166 | 478 | 1.7320 | 0.1943 |
5.2 Plots of BAR data by loc2
5.2.1 Plot deltaVolume_mm3cm2y
5.2.2 Plot deltaDensity_mgcm3cm2y
5.2.3 Plot macroboring_mm3cm2y
5.2.4 Plot grazing_mm3cm2y
5.2.5 Plot accretion_mm3cm2y
6 Exploration of grazing as a driver
6.1 BAR data vs. Grazing
6.1.1 MASS change vs Grazing
6.1.2 VOLUME change vs Grazing
6.1.3 DENSITY change vs Grazing
6.1.4 MACROBORING vs Grazing
6.1.5 ACCRETION vs Grazing
7 Exploration of parrotfish as a driver
7.1 Parrotfish Loc2 as driver
## $meanDeltaMass
## $meanDeltaVolume
## $meanDeltaDensity
## $meanMacroboring
## $meanGrazing
## $meanAccretion
7.2 Parrotfish Loc3 as driver of Loc3 averages
## $meanDeltaMass
## $meanDeltaVolume
## $meanDeltaDensity
## $meanMacroboring
## $meanGrazing
## $meanAccretion
7.3 Parrotfish Loc3 as driver of BAR point data
8 Exploration of environmental data as a driver
9 Multivariate analysis
## [1] 0.1579625Stress = 0.1579625
10 Human pressure/proximity analysis
10.1 Calculate human pressure statistics
Distance to coastline, port, city, or nearest port/city
Population within a set radius Data from: https://search.earthdata.nasa.gov/search?q=CIESIN%20ESDIS
Display human pressure statistics table|
location
|
distance
|
population
|
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| loc3 | latitude | longitude | basin | dist_coast_km | dist_port_km | dist_city_km | dist_human_access_km | population_5km_2005 | population_10km_2005 | population_50km_2005 | population_100km_2005 |
| puertoRico-north | 18.4823 | -66.7212 | atlantic | 0.4528 | 2.2049 | 4.7875 | 2.2049 | 32125.5092 | 89699.7317 | 1006934.1268 | 3501549.6475 |
| puertoRico-south | 17.9105 | -66.2316 | atlantic | 3.1541 | 40.5643 | 41.9377 | 40.5643 | 1262.4087 | 22720.7850 | 1231073.4198 | 3390075.6168 |
| puertoRico-southwest | 17.9536 | -67.0506 | atlantic | 1.6286 | 31.0503 | 29.1349 | 29.1349 | 2249.6700 | 10536.1783 | 704430.5508 | 1900149.9853 |
| puertoRico-west | 18.3443 | -67.2692 | atlantic | 0.6183 | 15.1529 | 20.9596 | 15.1529 | 10448.1150 | 37815.1842 | 636276.7822 | 1465893.5192 |
| saintCroix-east | 17.8281 | -64.4671 | atlantic | 12.4647 | 74.2925 | 31.1710 | 31.1710 | 0.0000 | 0.0000 | 49178.2971 | 139488.6493 |
| saintCroix-north | 17.7853 | -64.7595 | atlantic | 0.1380 | 63.3690 | 4.0150 | 4.0150 | 9369.2126 | 29593.6079 | 49178.6871 | 150644.6981 |
| saintCroix-south | 17.7012 | -64.6479 | atlantic | 2.4142 | 76.1663 | 12.1132 | 12.1132 | 1894.7723 | 12063.4927 | 49178.2971 | 150556.0095 |
| saintCroix-west | 17.7338 | -64.8964 | atlantic | 0.9806 | 66.6167 | 15.6143 | 15.6143 | 5643.1254 | 17797.8222 | 49178.2971 | 164548.9777 |
| dryTortugas-west | 24.6112 | -82.8704 | atlantic | 73.2976 | 178.8298 | 110.1604 | 110.1604 | 17.8305 | 17.8305 | 17.8305 | 58.8405 |
| keys-lko | 24.5533 | -81.4375 | atlantic | 10.7492 | 167.3073 | 34.9155 | 34.9155 | 0.0000 | 8.1242 | 45937.5613 | 49935.4352 |
| keys-mki | 24.6855 | -81.0434 | atlantic | 4.0212 | 149.8176 | 76.1330 | 76.1330 | 4853.8966 | 7587.6345 | 18557.8098 | 68445.5691 |
| keys-mki | 24.6899 | -81.0294 | atlantic | 3.4458 | 148.6028 | 77.6092 | 77.6092 | 3777.1925 | 7718.4177 | 18333.1580 | 76908.2172 |
| keys-mko | 24.6313 | -81.0926 | atlantic | 6.0986 | 157.6209 | 70.2945 | 70.2945 | 0.0000 | 3500.8988 | 18768.4595 | 64185.0716 |
| keys-mko | 24.6339 | -81.0834 | atlantic | 5.8049 | 156.8458 | 71.2433 | 71.2433 | 0.0000 | 4271.7968 | 18691.9637 | 64229.6303 |
| keys-uki | 24.8974 | -80.6157 | atlantic | 2.8272 | 107.4982 | 64.9792 | 64.9792 | 806.2608 | 2103.6685 | 22465.1825 | 1112766.7042 |
| keys-uki | 24.9537 | -80.5481 | atlantic | 1.9126 | 99.0196 | 57.6508 | 57.6508 | 3319.0409 | 6156.9185 | 19402.1524 | 1602445.8916 |
| keys-uko | 24.8827 | -80.5609 | atlantic | 7.7266 | 106.8284 | 65.6552 | 65.6552 | 0.0000 | 2016.8084 | 19204.8192 | 1084990.9607 |
| keys-uko | 24.9025 | -80.5310 | atlantic | 7.1560 | 103.6857 | 63.1422 | 63.1422 | 0.0000 | 2648.0118 | 18345.3416 | 1303156.6254 |
| flowerGardenBanks-east | 27.9074 | -93.5992 | atlantic | 192.7863 | 195.6377 | 194.1644 | 194.1644 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| guam-east | 13.4752 | 144.8648 | pacific | 0.5333 | 216.0539 | 12.4307 | 12.4307 | 16458.4615 | 115256.7379 | 180374.9993 | 182958.0276 |
| guam-east | 13.4752 | 144.8649 | pacific | 0.5324 | 216.0476 | 12.4363 | 12.4363 | 16458.4615 | 115256.7379 | 180374.9993 | 182958.0276 |
| guam-north | 13.6033 | 144.9237 | pacific | 0.0552 | 200.4536 | 23.9199 | 23.9199 | 3503.8694 | 42970.9357 | 180363.2034 | 182958.0276 |
| guam-south | 13.2413 | 144.7044 | pacific | 0.0050 | 247.0468 | 25.9102 | 25.9102 | 1543.6966 | 3897.0895 | 180374.9993 | 180374.9993 |
| guam-south | 13.2421 | 144.7045 | pacific | 0.0877 | 246.9607 | 25.8176 | 25.8176 | 1675.6335 | 4027.4201 | 180374.9993 | 180374.9993 |
| guam-west | 13.5289 | 144.8004 | pacific | 0.4222 | 213.8567 | 8.5188 | 8.5188 | 43282.3581 | 127757.9697 | 180374.9993 | 182958.0276 |
| guam-west | 13.5290 | 144.8004 | pacific | 0.4191 | 213.8557 | 8.5191 | 8.5191 | 43282.3581 | 128131.6122 | 180374.9993 | 182958.0276 |
| maug-east | 20.0203 | 145.2397 | pacific | 0.5849 | 535.6990 | 537.4770 | 535.6990 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-east | 20.0204 | 145.2398 | pacific | 0.5941 | 535.7050 | 537.4830 | 535.7050 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-north | 20.0357 | 145.2247 | pacific | 0.3439 | 537.5544 | 539.3364 | 537.5544 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-north | 20.0357 | 145.2247 | pacific | 0.3477 | 537.5583 | 539.3403 | 537.5583 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-south | 20.0140 | 145.2275 | pacific | 0.7775 | 535.1257 | 536.9076 | 535.1257 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-west | 20.0131 | 145.2081 | pacific | 2.5253 | 535.2412 | 537.0287 | 535.2412 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| maug-west | 20.0132 | 145.2081 | pacific | 2.5243 | 535.2443 | 537.0319 | 535.2443 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-east | 18.0961 | 145.7649 | pacific | 2.1843 | 319.1744 | 320.7833 | 319.1744 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-north | 18.1678 | 145.7949 | pacific | 0.7336 | 327.1989 | 328.7916 | 327.1989 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-north | 18.1679 | 145.7949 | pacific | 0.7289 | 327.2036 | 328.7963 | 327.2036 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-south | 18.0456 | 145.7062 | pacific | 1.6974 | 313.5603 | 315.2020 | 313.5603 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-south | 18.0456 | 145.7062 | pacific | 1.6941 | 313.5637 | 315.2054 | 313.5637 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-west | 18.1201 | 145.7547 | pacific | 0.3291 | 321.8343 | 323.4489 | 321.8343 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pagan-west | 18.1201 | 145.7547 | pacific | 0.3261 | 321.8395 | 323.4541 | 321.8395 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| saipan-east | 15.2587 | 145.8157 | pacific | 0.3440 | 9.4021 | 8.7513 | 8.7513 | 1661.4802 | 7620.7097 | 53178.9814 | 53178.9814 |
| saipan-east | 15.2587 | 145.8157 | pacific | 0.3460 | 9.4008 | 8.7505 | 8.7505 | 1661.4802 | 7620.7097 | 53178.9814 | 53178.9814 |
| saipan-northwest | 15.2572 | 145.7667 | pacific | 0.2303 | 4.8799 | 5.3946 | 4.8799 | 3975.5045 | 20274.3834 | 53178.9814 | 53178.9814 |
| saipan-south | 15.0979 | 145.7434 | pacific | 0.1744 | 14.2599 | 12.6335 | 12.6335 | 6906.8541 | 33084.5755 | 53178.9814 | 53178.9814 |
| saipan-south | 15.0979 | 145.7434 | pacific | 0.1775 | 14.2569 | 12.6304 | 12.6304 | 6906.8541 | 33084.5755 | 53178.9814 | 53178.9814 |
| saipan-west | 15.1564 | 145.6898 | pacific | 0.2259 | 9.1167 | 8.9337 | 8.9337 | 23871.8189 | 44739.5081 | 53178.9814 | 53178.9814 |
| saipan-west | 15.1564 | 145.6897 | pacific | 0.2338 | 9.1146 | 8.9339 | 8.9339 | 23871.8189 | 44739.5081 | 53178.9814 | 53178.9814 |
| hawaii | 19.2443 | -155.9003 | pacific | 0.0618 | 102.7475 | 44.7423 | 44.7423 | 482.5357 | 1578.6934 | 55158.9708 | 160423.3088 |
| hawaii-north | 20.2492 | -155.8909 | pacific | 0.8332 | 103.3125 | 68.6915 | 68.6915 | 353.5559 | 4432.8898 | 34227.9107 | 252162.5464 |
| hawaii-north | 20.2682 | -155.8604 | pacific | 0.5589 | 101.8937 | 71.3135 | 71.3135 | 1717.7290 | 5675.6970 | 34769.2710 | 260943.6279 |
| hawaii-north | 20.2682 | -155.8604 | pacific | 0.5616 | 101.8925 | 71.3169 | 71.3169 | 1717.7290 | 5675.6970 | 34766.1832 | 260943.6279 |
| hawaii-west | 19.2444 | -155.9003 | pacific | 0.0631 | 102.7443 | 44.7358 | 44.7358 | 482.5357 | 1578.6934 | 55158.9708 | 160424.5612 |
| oahu-east | 21.4586 | -157.7986 | pacific | 2.1594 | 18.3195 | 18.3290 | 18.3195 | 24624.0355 | 91067.7792 | 1006904.8501 | 1014227.4468 |
| oahu-east | 21.4797 | -157.7830 | pacific | 2.9862 | 21.1336 | 21.0934 | 21.0934 | 3653.2087 | 82360.9831 | 1006900.6897 | 1014230.3045 |
| oahu-east | 21.4797 | -157.7830 | pacific | 2.9892 | 21.1342 | 21.0943 | 21.0943 | 3653.2087 | 82360.9831 | 1006900.6897 | 1014230.3045 |
| oahu-south | 21.2884 | -157.8654 | pacific | 0.2780 | 2.4978 | 1.8262 | 1.8262 | 186392.6575 | 367667.7396 | 1006884.9168 | 1014222.9209 |
| oahu-south | 21.2884 | -157.8653 | pacific | 0.2727 | 2.4947 | 1.8209 | 1.8209 | 186392.6575 | 367667.7396 | 1006884.9168 | 1014222.9209 |
| oahu-west | 21.5341 | -158.2344 | pacific | 0.3392 | 44.9182 | 22.0736 | 22.0736 | 281.1310 | 13926.5492 | 791421.8300 | 1006908.6371 |
| oahu-west | 21.5341 | -158.2344 | pacific | 0.3382 | 44.9225 | 22.0763 | 22.0763 | 281.1310 | 13926.5492 | 791421.8300 | 1006908.6371 |
| oahu-west | 21.5909 | -158.1747 | pacific | 0.5327 | 44.1567 | 18.4253 | 18.4253 | 3394.7903 | 10822.3555 | 857408.3451 | 1006908.6371 |
| pearlHermes-south | 27.7824 | -175.8820 | pacific | 148.9472 | 1786.9732 | 1784.4458 | 1784.4458 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pearlHermes-south | 27.7824 | -175.8820 | pacific | 148.9422 | 1786.9781 | 1784.4508 | 1784.4508 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pearlHermes-west | 27.7930 | -175.9975 | pacific | 137.8284 | 1798.1659 | 1795.6405 | 1795.6405 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| pearlHermes-west | 27.7932 | -175.9972 | pacific | 137.8463 | 1798.1471 | 1795.6218 | 1795.6218 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| jarvis-east | -0.3690 | -160.0081 | pacific | 0.4019 | 1941.8630 | 1655.5765 | 1655.5765 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| jarvis-east | -0.3678 | -159.9788 | pacific | 3.3870 | 1943.9226 | 1658.3648 | 1658.3648 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-east | 5.8638 | -162.0306 | pacific | 3.5324 | 1716.1266 | 1665.2395 | 1665.2395 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-north | 5.8973 | -162.0782 | pacific | 0.7948 | 1715.0234 | 1663.8248 | 1663.8248 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| palmyra-west | 5.8832 | -162.1332 | pacific | 3.3270 | 1719.0747 | 1667.6352 | 1667.6352 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-east | 19.3062 | 166.6511 | pacific | 0.9555 | 2265.1653 | 1449.8865 | 1449.8865 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-north | 19.3160 | 166.6272 | pacific | 1.3926 | 2262.8449 | 1451.8180 | 1451.8180 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-south | 19.2807 | 166.6278 | pacific | 0.1135 | 2262.3380 | 1448.1336 | 1448.1336 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| wake-west | 19.3163 | 166.5982 | pacific | 4.0085 | 2259.8407 | 1452.9511 | 1452.9511 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| ofu-north | -14.1578 | -169.6744 | pacific | 1.4235 | 110.0087 | 112.0437 | 110.0087 | 94.5409 | 250.6376 | 1092.6667 | 5983.4973 |
| ofu-south | -14.1733 | -169.6419 | pacific | 0.1076 | 113.3033 | 115.3372 | 113.3033 | 249.9128 | 250.6376 | 1092.6667 | 1842.0556 |
| tau-north | -14.2124 | -169.4407 | pacific | 2.0237 | 134.6007 | 136.6287 | 134.6007 | 278.4084 | 809.5039 | 1092.6667 | 1092.6667 |
| tau-west | -14.2576 | -169.5007 | pacific | 0.5732 | 127.9582 | 129.9786 | 127.9582 | 636.1990 | 842.0291 | 1092.6667 | 1092.6667 |
| tutuila-east | -14.2852 | -170.5640 | pacific | 1.6456 | 13.4096 | 15.3999 | 13.4096 | 5648.4712 | 8698.6475 | 54746.1169 | 56441.7820 |
| tutuila-north | -14.2448 | -170.6524 | pacific | 0.8956 | 5.0353 | 6.8361 | 5.0353 | 6690.7845 | 21175.8085 | 54746.1169 | 62381.3898 |
| tutuila-south | -14.3635 | -170.7630 | pacific | 0.1262 | 12.8108 | 11.4121 | 11.4121 | 21281.2636 | 35985.8507 | 54746.1169 | 66583.7416 |
| tutuila-west | -14.2946 | -170.8120 | pacific | 1.2894 | 13.5622 | 11.5284 | 11.5284 | 2953.5677 | 26490.2097 | 54746.1169 | 74783.9287 |
10.2 Human pressure graphs
10.2.1 Human pressure by loc3
10.2.2 Human pressure all points
# Abstract
The remarkable biodiversity of coral reef is a direct result of complex three-dimensional structures that provides shelter to its inhabitants. This calcium carbonate framework - created by corals - forms the foundation for fundamental goods and services, a natural infrastructure for coastal communities worldwide. Importantly, reef framework, the species that dependent on it and the services we rely on, are threatened by myriad stressors which contribute to the global decline of habitat forming species, all the while accelerating the rate at which habitat is eroded away. Survey-based approaches have been used at regional (REF) and global scales (REF), estimating trajectories that are largely negative and insufficient to keep pace with sea level rise (REF). To date, however, the persistence of reef carbonates has yet to be measured across global scales - a critical knowledge gap that has implications for the countless species that rely on coral reefs, including us.
Gravity baby